Publicaciones

Última actualización: 29 mayo 2023

  • [DOI] D. Castillo-Barnes, C. Jimenez-Mesa, F. J. Martinez-Murcia, D. Salas-Gonzalez, J. Ramírez, and J. M. Górriz, «Quantifying differences between affine and nonlinear spatial normalization of fp-cit spect images,» International journal of neural systems, vol. 32, iss. 5, 2022.
    [Bibtex] 
    @ARTICLE{Castillo-Barnes2022,
author={Castillo-Barnes, D. and Jimenez-Mesa, C. and Martinez-Murcia, F.J. and Salas-Gonzalez, D. and Ramírez, J. and Górriz, J.M.},
title={Quantifying Differences between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images},
journal={International Journal of Neural Systems},
year={2022},
volume={32},
number={5},
doi={10.1142/S0129065722500198},
art_number={2250019},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85127914276&doi=10.1142%2fS0129065722500198&partnerID=40&md5=c8c1809089837b83b01fc121475e6388},
}
  • [DOI] F. Segovia, J. Ramírez, D. Salas-Gonzalez, I. A. Illán, F. J. Martinez-Murcia, J. Rodriguez-Rivero, F. J. Leiva, C. Gaitan, and J. M. Górriz, «Temperature control and monitoring system for electrical power transformers using thermal imaging,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 13259 LNCS, pp. 573-582, 2022.
    [Bibtex] 
    @ARTICLE{Segovia2022573,
author={Segovia, F. and Ramírez, J. and Salas-Gonzalez, D. and Illán, I.A. and Martinez-Murcia, F.J. and Rodriguez-Rivero, J. and Leiva, F.J. and Gaitan, C. and Górriz, J.M.},
title={Temperature Control and Monitoring System for Electrical Power Transformers Using Thermal Imaging},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2022},
volume={13259 LNCS},
pages={573-582},
doi={10.1007/978-3-031-06527-9_57},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85132117510&doi=10.1007%2f978-3-031-06527-9_57&partnerID=40&md5=ca4b5f9d7f50ff843781a05e7986b867},
}
  • [DOI] D. Castillo-Barnes, J. E. Arco, C. Jimenez-Mesa, J. Ramirez, J. M. Górriz, and D. Salas-Gonzalez, «Evaluating intensity concentrations during the spatial normalization of functional images for parkinson’s disease,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 13258 LNCS, pp. 176-186, 2022.
    [Bibtex] 
    @ARTICLE{Castillo-Barnes2022176,
author={Castillo-Barnes, D. and Arco, J.E. and Jimenez-Mesa, C. and Ramirez, J. and Górriz, J.M. and Salas-Gonzalez, D.},
title={Evaluating Intensity Concentrations During the Spatial Normalization of Functional Images for Parkinson’s Disease},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2022},
volume={13258 LNCS},
pages={176-186},
doi={10.1007/978-3-031-06242-1_18},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85132016147&doi=10.1007%2f978-3-031-06242-1_18&partnerID=40&md5=8490565ba8ef42bc1381ea8f0a2aa3b4},
}
  • [DOI] J. M. Gorriz, C. Jimenez-Mesa, R. Romero-Garcia, F. Segovia, J. Ramirez, D. Castillo-Barnes, F. J. Martinez-Murcia, A. Ortiz, D. Salas-Gonzalez, I. A. Illan, C. G. Puntonet, D. Lopez-Garcia, M. Gomez-Rio, and J. Suckling, «Statistical agnostic mapping: a framework in neuroimaging based on concentration inequalities,» Information fusion, vol. 66, pp. 198-212, 2021.
    [Bibtex] 
    @ARTICLE{Gorriz2021198,
author={Gorriz, J.M. and Jimenez-Mesa, C. and Romero-Garcia, R. and Segovia, F. and Ramirez, J. and Castillo-Barnes, D. and Martinez-Murcia, F.J. and Ortiz, A. and Salas-Gonzalez, D. and Illan, I.A. and Puntonet, C.G. and Lopez-Garcia, D. and Gomez-Rio, M. and Suckling, J.},
title={Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities},
journal={Information Fusion},
year={2021},
volume={66},
pages={198-212},
doi={10.1016/j.inffus.2020.09.008},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85091802392&doi=10.1016%2fj.inffus.2020.09.008&partnerID=40&md5=776667fb2536861e6bedd93118b36ab7},
}
  • [DOI] F. Segovia, J. Ramírez, D. Castillo-Barnes, D. Salas-Gonzalez, M. Gómez-Río, P. Sopena-Novales, C. Phillips, Y. Zhang, and J. M. Górriz, «Multivariate analysis of dual-point amyloid pet intended to assist the diagnosis of alzheimer’s disease,» Neurocomputing, vol. 417, pp. 1-9, 2020.
    [Bibtex] 
    @ARTICLE{Segovia20201,
author={Segovia, F. and Ramírez, J. and Castillo-Barnes, D. and Salas-Gonzalez, D. and Gómez-Río, M. and Sopena-Novales, P. and Phillips, C. and Zhang, Y. and Górriz, J.M.},
title={Multivariate analysis of dual-point amyloid PET intended to assist the diagnosis of Alzheimer's disease},
journal={Neurocomputing},
year={2020},
volume={417},
pages={1-9},
doi={10.1016/j.neucom.2020.06.081},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85089342703&doi=10.1016%2fj.neucom.2020.06.081&partnerID=40&md5=3bd018578ac75f9d4787786ba99fa838},
}
  • [DOI] D. Castillo-Barnes, F. J. Martinez-Murcia, J. Ramírez, J. M. Górriz, and D. Salas-Gonzalez, «Expectation–maximization algorithm for finite mixture of α-stable distributions,» Neurocomputing, vol. 413, pp. 210-216, 2020.
    [Bibtex] 
    @ARTICLE{Castillo-Barnes2020210,
author={Castillo-Barnes, D. and Martinez-Murcia, F.J. and Ramírez, J. and Górriz, J.M. and Salas-Gonzalez, D.},
title={Expectation–Maximization algorithm for finite mixture of α-stable distributions},
journal={Neurocomputing},
year={2020},
volume={413},
pages={210-216},
doi={10.1016/j.neucom.2020.06.114},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85088297790&doi=10.1016%2fj.neucom.2020.06.114&partnerID=40&md5=b5b3d4f07d08a37ad72bae8f3dc89f52},
}
  • [DOI] D. Castillo-Barnes, F. J. Martinez-Murcia, A. Ortiz, D. Salas-Gonzalez, J. Ramírez, and J. M. Górriz, «Morphological characterization of functional brain imaging by isosurface analysis in parkinson’s disease,» International journal of neural systems, vol. 30, iss. 9, 2020.
    [Bibtex] 
    @ARTICLE{Castillo-Barnes2020,
author={Castillo-Barnes, D. and Martinez-Murcia, F.J. and Ortiz, A. and Salas-Gonzalez, D. and Ramírez, J. and Górriz, J.M.},
title={Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease},
journal={International Journal of Neural Systems},
year={2020},
volume={30},
number={9},
doi={10.1142/S0129065720500446},
art_number={2050044},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85090870241&doi=10.1142%2fS0129065720500446&partnerID=40&md5=13101622d1b776104ae104dc8853e19a},
}
  • [DOI] D. Castillo-Barnes, L. Su, J. Ramírez, D. Salas-Gonzalez, F. J. Martinez-Murcia, I. A. Illan, F. Segovia, A. Ortiz, C. Cruchaga, M. R. Farlow, C. Xiong, N. R. Graff-Radford, P. R. Schofield, C. L. Masters, S. Salloway, M. Jucker, H. Mori, J. Levin, J. M. Gorriz, and D. I. A. N. (DIAN), «Autosomal dominantly inherited alzheimer disease: analysis of genetic subgroups by machine learning,» Information fusion, vol. 58, pp. 153-167, 2020.
    [Bibtex] 
    @ARTICLE{Castillo-Barnes2020153,
author={Castillo-Barnes, D. and Su, L. and Ramírez, J. and Salas-Gonzalez, D. and Martinez-Murcia, F.J. and Illan, I.A. and Segovia, F. and Ortiz, A. and Cruchaga, C. and Farlow, M.R. and Xiong, C. and Graff-Radford, N.R. and Schofield, P.R. and Masters, C.L. and Salloway, S. and Jucker, M. and Mori, H. and Levin, J. and Gorriz, J.M. and (DIAN), D.I.A.N.},
title={Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning},
journal={Information Fusion},
year={2020},
volume={58},
pages={153-167},
doi={10.1016/j.inffus.2020.01.001},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85077807763&doi=10.1016%2fj.inffus.2020.01.001&partnerID=40&md5=70f5611828ced821f91bc1139be1ab7d},
}
  • [DOI] J. Rodriguez-Rivero, J. Ramirez, F. J. Martínez-Murcia, F. Segovia, A. Ortiz, D. Salas, D. Castillo-Barnes, I. A. Illan, C. G. Puntonet, C. Jimenez-Mesa, F. J. Leiva, S. Carillo, J. Suckling, and J. M. Gorriz, «Granger causality-based information fusion applied to electrical measurements from power transformers,» Information fusion, vol. 57, pp. 59-70, 2020.
    [Bibtex] 
    @ARTICLE{Rodriguez-Rivero202059,
author={Rodriguez-Rivero, J. and Ramirez, J. and Martínez-Murcia, F.J. and Segovia, F. and Ortiz, A. and Salas, D. and Castillo-Barnes, D. and Illan, I.A. and Puntonet, C.G. and Jimenez-Mesa, C. and Leiva, F.J. and Carillo, S. and Suckling, J. and Gorriz, J.M.},
title={Granger causality-based information fusion applied to electrical measurements from power transformers},
journal={Information Fusion},
year={2020},
volume={57},
pages={59-70},
doi={10.1016/j.inffus.2019.12.005},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85076609027&doi=10.1016%2fj.inffus.2019.12.005&partnerID=40&md5=0b7fb392b31b43c338ca92ff571f7d84},
}
  • [DOI] J. M. Mateos-Ramos, D. Castillo-Barnes, D. Salas-Gonzalez, J. Ramírez, and J. M. Górriz, «Practical use of alpha-shapes in neuroimaging for parkinson’s disease diagnosis.» 2020.
    [Bibtex] 
    @CONFERENCE{Mateos-Ramos2020,
author={Mateos-Ramos, J.M. and Castillo-Barnes, D. and Salas-Gonzalez, D. and Ramírez, J. and Górriz, J.M.},
title={Practical use of Alpha-Shapes in Neuroimaging for Parkinson's Disease diagnosis},
journal={2020 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2020},
year={2020},
doi={10.1109/NSS/MIC42677.2020.9507930},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124697530&doi=10.1109%2fNSS%2fMIC42677.2020.9507930&partnerID=40&md5=539fc95fcf9433c4516a469e0bf1834d},
}
  • [DOI] F. Bayo, D. Castillo-Barnes, D. Salas-Gonzalez, C. Jiménez-Mesa, J. M. Górriz, J. Ramírez, and F. Segovia, «Spatial registration of neuroimaging data: analysis of the convenience of performing non-affine transformations.» 2020.
    [Bibtex] 
    @CONFERENCE{Bayo2020,
author={Bayo, F. and Castillo-Barnes, D. and Salas-Gonzalez, D. and Jiménez-Mesa, C. and Górriz, J.M. and Ramírez, J. and Segovia, F.},
title={Spatial Registration of Neuroimaging Data: Analysis of the Convenience of Performing Non-Affine Transformations},
journal={2020 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2020},
year={2020},
doi={10.1109/NSS/MIC42677.2020.9507925},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124688101&doi=10.1109%2fNSS%2fMIC42677.2020.9507925&partnerID=40&md5=91c78598fb4a48c0a2545016b968d515},
}
  • [DOI] A. Ortiz, J. Munilla, M. Martínez-Ibañez, J. M. Górriz, J. Ramírez, and D. Salas-Gonzalez, «Parkinson’s disease detection using isosurfaces-based features and convolutional neural networks,» Frontiers in neuroinformatics, vol. 13, 2019.
    [Bibtex] 
    @ARTICLE{Ortiz2019,
author={Ortiz, A. and Munilla, J. and Martínez-Ibañez, M. and Górriz, J.M. and Ramírez, J. and Salas-Gonzalez, D.},
title={Parkinson's disease detection using isosurfaces-based features and convolutional neural networks},
journal={Frontiers in Neuroinformatics},
year={2019},
volume={13},
doi={10.3389/fninf.2019.00048},
art_number={48},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85068441976&doi=10.3389%2ffninf.2019.00048&partnerID=40&md5=fd78595b097b6a124ee5420bce0f2d78},
}
  • [DOI] M. Martínez-Ibañez, A. Ortiz, J. Munilla, D. Salas-Gonzalez, J. M. Górriz, and J. Ramírez, «Isosurface modelling of datscan images for parkinson disease diagnosis,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 11486 LNCS, pp. 360-368, 2019.
    [Bibtex] 
    @ARTICLE{Martínez-Ibañez2019360,
author={Martínez-Ibañez, M. and Ortiz, A. and Munilla, J. and Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J.},
title={Isosurface Modelling of DatSCAN Images for Parkinson Disease Diagnosis},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2019},
volume={11486 LNCS},
pages={360-368},
doi={10.1007/978-3-030-19591-5_37},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85065880193&doi=10.1007%2f978-3-030-19591-5_37&partnerID=40&md5=7526438cba3d98ea9fd289ccd9183cac},
}
  • [DOI] D. Castillo-Barnes, F. Segovia, F. J. Martinez-Murcia, D. Salas-Gonzalez, J. Ramírez, and J. M. Górriz, «Classification improvement for parkinson’s disease diagnosis using the gradient magnitude in datscan spect images,» Advances in intelligent systems and computing, vol. 771, pp. 100-109, 2019.
    [Bibtex] 
    @ARTICLE{Castillo-Barnes2019100,
author={Castillo-Barnes, D. and Segovia, F. and Martinez-Murcia, F.J. and Salas-Gonzalez, D. and Ramírez, J. and Górriz, J.M.},
title={Classification Improvement for Parkinson’s Disease Diagnosis Using the Gradient Magnitude in DaTSCAN SPECT Images},
journal={Advances in Intelligent Systems and Computing},
year={2019},
volume={771},
pages={100-109},
doi={10.1007/978-3-319-94120-2_10},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85048628061&doi=10.1007%2f978-3-319-94120-2_10&partnerID=40&md5=091bbecc1bfd587e6d5715366d23f5ac},
}
  • [DOI] I. A. Illan, J. M. Gorriz, J. Ramirez, F. J. Martinez-Murcia, D. Castillo-Barnes, F. Segovia, and D. Salas-Gonzalez, «Support vector machine failure in imbalanced datasets,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 11486 LNCS, pp. 412-419, 2019.
    [Bibtex] 
    @ARTICLE{Illan2019412,
author={Illan, I.A. and Gorriz, J.M. and Ramirez, J. and Martinez-Murcia, F.J. and Castillo-Barnes, D. and Segovia, F. and Salas-Gonzalez, D.},
title={Support Vector Machine Failure in Imbalanced Datasets},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2019},
volume={11486 LNCS},
pages={412-419},
doi={10.1007/978-3-030-19591-5_42},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85065892537&doi=10.1007%2f978-3-030-19591-5_42&partnerID=40&md5=85f328d3cb76b84a23ada455b4eb4b03},
}
  • [DOI] D. Castillo-Barnes, F. J. Martinez-Murcia, F. Segovia, I. A. Illán, D. Salas-Gonzalez, J. M. Górriz, and J. Ramírez, «Comparison between affine and non-affine transformations applied to i [ 123 ] -fp-cit spect images used for parkinson’s disease diagnosis,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 11486 LNCS, pp. 379-388, 2019.
    [Bibtex] 
    @ARTICLE{Castillo-Barnes2019379,
author={Castillo-Barnes, D. and Martinez-Murcia, F.J. and Segovia, F. and Illán, I.A. and Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J.},
title={Comparison Between Affine and Non-affine Transformations Applied to I [ 123 ] -FP-CIT SPECT Images Used for Parkinson’s Disease Diagnosis},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2019},
volume={11486 LNCS},
pages={379-388},
doi={10.1007/978-3-030-19591-5_39},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85065880831&doi=10.1007%2f978-3-030-19591-5_39&partnerID=40&md5=9c8f85d80105c3c1d377319fee97beec},
}
  • [DOI] F. J. Martinez-Murcia, A. Ortiz, J. M. Gorriz, J. Ramirez, D. Castillo-Barnes, D. Salas-Gonzalez, and F. Segovia, «Deep convolutional autoencoders vs pca in a highly-unbalanced parkinson’s disease dataset: a datscan study,» Advances in intelligent systems and computing, vol. 771, pp. 47-56, 2019.
    [Bibtex] 
    @ARTICLE{Martinez-Murcia201947,
author={Martinez-Murcia, F.J. and Ortiz, A. and Gorriz, J.M. and Ramirez, J. and Castillo-Barnes, D. and Salas-Gonzalez, D. and Segovia, F.},
title={Deep Convolutional Autoencoders vs PCA in a Highly-Unbalanced Parkinson’s Disease Dataset: A DaTSCAN Study},
journal={Advances in Intelligent Systems and Computing},
year={2019},
volume={771},
pages={47-56},
doi={10.1007/978-3-319-94120-2_5},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85048639690&doi=10.1007%2f978-3-319-94120-2_5&partnerID=40&md5=c1c2d2cbee235702843c473523fb2378},
}
  • [DOI] D. Castillo-Barnes, D. Salas-Gonzalez, J. Ramirez, F. J. Martinez-Murcia, F. Segovia, and J. M. Gorriz, «Analysis of i[123]-ioflupane spect intensity iso-surfaces to assist the diagnosis of parkinsonism.» 2018.
    [Bibtex] 
    @CONFERENCE{Castillo-Barnes2018,
author={Castillo-Barnes, D. and Salas-Gonzalez, D. and Ramirez, J. and Martinez-Murcia, F.J. and Segovia, F. and Gorriz, J.M.},
title={Analysis of I[123]-Ioflupane SPECT intensity iso-surfaces to assist the diagnosis of Parkinsonism},
journal={2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 - Proceedings},
year={2018},
doi={10.1109/NSSMIC.2018.8824707},
art_number={8824707},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85073115297&doi=10.1109%2fNSSMIC.2018.8824707&partnerID=40&md5=b9aff467164b456800a7fc3572ef7e8c},
}
  • [DOI] D. Castillo-Barnes, J. Ramírez, F. J. Martínez-Murcia, F. Segovia, D. Salas-Gonzalez, and J. M. Górriz, «Ensemble classification of heterogeneous biomarkers in the diagnosis of parkinsonism.» 2018.
    [Bibtex] 
    @CONFERENCE{Castillo-Barnes2018,
author={Castillo-Barnes, D. and Ramírez, J. and Martínez-Murcia, F.J. and Segovia, F. and Salas-Gonzalez, D. and Górriz, J.M.},
title={Ensemble classification of heterogeneous biomarkers in the diagnosis of Parkinsonism},
journal={2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 - Proceedings},
year={2018},
doi={10.1109/NSSMIC.2018.8824408},
art_number={8824408},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85073112638&doi=10.1109%2fNSSMIC.2018.8824408&partnerID=40&md5=a901b137327c5c0cc9751cbf54cdefde},
}
  • [DOI] M. Molina-Molina, D. Castillo-Barnes, F. J. Martinez-Murcia, F. Segovia, J. M. Gorriz, J. Ramirez, and D. Salas-Gonzalez, «Fp-cit spect brain imaging for parkinson’s diagnosis using contour lines.» 2018.
    [Bibtex] 
    @CONFERENCE{Molina-Molina2018,
author={Molina-Molina, M. and Castillo-Barnes, D. and Martinez-Murcia, F.J. and Segovia, F. and Gorriz, J.M. and Ramirez, J. and Salas-Gonzalez, D.},
title={FP-CIT SPECT brain imaging for Parkinson's diagnosis using contour lines},
journal={2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 - Proceedings},
year={2018},
doi={10.1109/NSSMIC.2018.8824575},
art_number={8824575},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85073106809&doi=10.1109%2fNSSMIC.2018.8824575&partnerID=40&md5=b607e71c80c5062e619fc5d345f58276},
}
  • [DOI] F. J. Martínez-Murcia, J. M. Górriz, J. Ramírez, D. Castillo-Barnes, F. Segovia, D. Salas-González, and A. Ortiz, «A deep decomposition of mri to explore neurodegeneration in alzheimer’s disease.» 2018.
    [Bibtex] 
    @CONFERENCE{Martínez-Murcia2018,
author={Martínez-Murcia, F.J. and Górriz, J.M. and Ramírez, J. and Castillo-Barnes, D. and Segovia, F. and Salas-González, D. and Ortiz, A.},
title={A Deep Decomposition of MRI to Explore Neurodegeneration in Alzheimer's Disease},
journal={2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 - Proceedings},
year={2018},
doi={10.1109/NSSMIC.2018.8824320},
art_number={8824320},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85073103339&doi=10.1109%2fNSSMIC.2018.8824320&partnerID=40&md5=ca22ada18e63ecc20d14c7a480a7a513},
}
  • [DOI] J. M. Gorriz, J. A. Gomez, J. Ramirez, F. J. Martinez-Murcia, D. Castillo-Barnes, D. Salas-Gonzalez, and F. Segovia, «Segmentation of molecular neuroimages using hidden markov random fields in order to improve the assisted diagnosis of neurodegenerative diseases.» 2018.
    [Bibtex] 
    @CONFERENCE{Gorriz2018,
author={Gorriz, J.M. and Gomez, J.A. and Ramirez, J. and Martinez-Murcia, F.J. and Castillo-Barnes, D. and Salas-Gonzalez, D. and Segovia, F.},
title={Segmentation of Molecular Neuroimages Using Hidden Markov Random Fields in Order to Improve the Assisted Diagnosis of Neurodegenerative Diseases},
journal={2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 - Proceedings},
year={2018},
doi={10.1109/NSSMIC.2018.8824521},
art_number={8824521},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85073097344&doi=10.1109%2fNSSMIC.2018.8824521&partnerID=40&md5=fcc5103165dc97a2634aae91778f81d6},
}
  • [DOI] F. Segovia, J. M. Gorriz, J. Ramirez, D. Castillo-Barnes, F. J. Martinez-Murcia, D. Salas-Gonzalez, R. Sanchez-Vano, P. Sopena-Novales, and M. Gomez-Rio, «Improved separation of alzheimer’s disease and related disorders using dual-point amyloid-pet.» 2018.
    [Bibtex] 
    @CONFERENCE{Segovia2018,
author={Segovia, F. and Gorriz, J.M. and Ramirez, J. and Castillo-Barnes, D. and Martinez-Murcia, F.J. and Salas-Gonzalez, D. and Sanchez-Vano, R. and Sopena-Novales, P. and Gomez-Rio, M.},
title={Improved separation of Alzheimer's disease and related disorders using dual-point amyloid-PET},
journal={2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 - Proceedings},
year={2018},
doi={10.1109/NSSMIC.2018.8824703},
art_number={8824703},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85073118893&doi=10.1109%2fNSSMIC.2018.8824703&partnerID=40&md5=249e42ffea60452a27c58e61f4283f52},
}
  • [DOI] D. Castillo-Barnes, J. Ramírez, F. Segovia, F. J. Martínez-Murcia, D. Salas-Gonzalez, and J. M. Górriz, «Robust ensemble classification methodology for i123-ioflupane spect images and multiple heterogeneous biomarkers in the diagnosis of parkinson’s disease,» Frontiers in neuroinformatics, vol. 12, 2018.
    [Bibtex] 
    @ARTICLE{Castillo-Barnes2018,
author={Castillo-Barnes, D. and Ramírez, J. and Segovia, F. and Martínez-Murcia, F.J. and Salas-Gonzalez, D. and Górriz, J.M.},
title={Robust Ensemble Classification Methodology for I123-Ioflupane SPECT Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson's Disease},
journal={Frontiers in Neuroinformatics},
year={2018},
volume={12},
doi={10.3389/fninf.2018.00053},
art_number={53},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85054834972&doi=10.3389%2ffninf.2018.00053&partnerID=40&md5=fb31cdb6546bcc5de71e1fac37237f92},
}
  • [DOI] J. Ramírez, J. M. Górriz, A. Ortiz, F. J. Martínez-Murcia, F. Segovia, D. Salas-Gonzalez, D. Castillo-Barnes, I. A. Illán, C. G. Puntonet, and A. D. N. for the Initiative, «Ensemble of random forests one vs. rest classifiers for mci and ad prediction using anova cortical and subcortical feature selection and partial least squares,» Journal of neuroscience methods, vol. 302, pp. 47-57, 2018.
    [Bibtex] 
    @ARTICLE{Ramírez201847,
author={Ramírez, J. and Górriz, J.M. and Ortiz, A. and Martínez-Murcia, F.J. and Segovia, F. and Salas-Gonzalez, D. and Castillo-Barnes, D. and Illán, I.A. and Puntonet, C.G. and for the Alzheimer's Disease Neuroimaging Initiative},
title={Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squares},
journal={Journal of Neuroscience Methods},
year={2018},
volume={302},
pages={47-57},
doi={10.1016/j.jneumeth.2017.12.005},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85039074683&doi=10.1016%2fj.jneumeth.2017.12.005&partnerID=40&md5=2c5b57ac2e568b705376dab9fda9e430},
}
  • [DOI] F. J. Martinez-Murcia, J. M. Górriz, J. Ramírez, F. Segovia, D. Salas-Gonzalez, D. Castillo-Barnes, and A. Ortiz, «Assessing mild cognitive impairment progression using a spherical brain mapping of magnetic resonance imaging,» Journal of alzheimer’s disease, vol. 65, iss. 3, pp. 713-729, 2018.
    [Bibtex] 
    @ARTICLE{Martinez-Murcia2018713,
author={Martinez-Murcia, F.J. and Górriz, J.M. and Ramírez, J. and Segovia, F. and Salas-Gonzalez, D. and Castillo-Barnes, D. and Ortiz, A.},
title={Assessing mild cognitive impairment progression using a spherical brain mapping of magnetic resonance imaging},
journal={Journal of Alzheimer's Disease},
year={2018},
volume={65},
number={3},
pages={713-729},
doi={10.3233/JAD-170403},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053720480&doi=10.3233%2fJAD-170403&partnerID=40&md5=cfa9198f0a57b4d59bbea8d28a5da877},
}
  • [DOI] D. Castillo-Barnes, I. Peis, F. J. Martínez-Murcia, F. Segovia, I. A. Illán, J. M. Górriz, J. Ramírez, and D. Salas-Gonzalez, «A heavy tailed expectation maximization hidden markov random field model with applications to segmentation of mri,» Frontiers in neuroinformatics, vol. 11, 2017.
    [Bibtex] 
    @ARTICLE{Castillo-Barnes2017,
author={Castillo-Barnes, D. and Peis, I. and Martínez-Murcia, F.J. and Segovia, F. and Illán, I.A. and Górriz, J.M. and Ramírez, J. and Salas-Gonzalez, D.},
title={A heavy tailed expectation maximization hidden markov random field model with applications to segmentation of MRI},
journal={Frontiers in Neuroinformatics},
year={2017},
volume={11},
doi={10.3389/fninf.2017.00066},
art_number={66},
}
  • [DOI] F. J. Martinez-Murcia, J. M. Górriz, J. Ramírez, I. A. Illán, F. Segovia, D. Castillo-Barnes, D. Salas-Gonzalez, and A. D. N. Initiative, «Functional brain imaging synthesis based on image decomposition and kernel modeling: application to neurodegenerative diseases,» Frontiers in neuroinformatics, vol. 11, 2017.
    [Bibtex] 
    @ARTICLE{Martinez-Murcia2017,
author={Martinez-Murcia, F.J. and Górriz, J.M. and Ramírez, J. and Illán, I.A. and Segovia, F. and Castillo-Barnes, D. and Salas-Gonzalez, D. and Alzheimer's Disease Neuroimaging Initiative},
title={Functional brain imaging synthesis based on image decomposition and kernel modeling: Application to neurodegenerative diseases},
journal={Frontiers in Neuroinformatics},
year={2017},
volume={11},
doi={10.3389/fninf.2017.00065},
art_number={65},
}
  • [DOI] J. M. Gorriz, J. Ramirez, J. Suckling, F. J. Martinez-Murcia, I. A. Illán, F. Segovia, A. Ortiz, D. Salas-González, D. Castillo-Barnés, and C. G. Puntonet, «A semi-supervised learning approach for model selection based on class-hypothesis testing,» Expert systems with applications, vol. 90, pp. 40-49, 2017.
    [Bibtex] 
    @ARTICLE{Gorriz201740,
author={Gorriz, J.M. and Ramirez, J. and Suckling, J. and Martinez-Murcia, F.J. and Illán, I.A. and Segovia, F. and Ortiz, A. and Salas-González, D. and Castillo-Barnés, D. and Puntonet, C.G.},
title={A semi-supervised learning approach for model selection based on class-hypothesis testing},
journal={Expert Systems with Applications},
year={2017},
volume={90},
pages={40-49},
doi={10.1016/j.eswa.2017.08.006},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85026919588&doi=10.1016%2fj.eswa.2017.08.006&partnerID=40&md5=971a94d45ba5f1d7e3d243fa6a0063d0},
document_type={Article},
source={Scopus},
}
  • [DOI] F. Segovia, J. M. Górriz, J. Ramírez, F. J. Martínez-Murcia, and D. Salas-Gonzalez, «Preprocessing of 18f-dmfp-pet data based on hidden markov random fields and the gaussian distribution,» Frontiers in aging neuroscience, vol. 9, iss. OCT, 2017.
    [Bibtex] 
    @ARTICLE{Segovia2017,
author={Segovia, F. and Górriz, J.M. and Ramírez, J. and Martínez-Murcia, F.J. and Salas-Gonzalez, D.},
title={Preprocessing of 18F-DMFP-PET data based on Hidden Markov random fields and the Gaussian distribution},
journal={Frontiers in Aging Neuroscience},
year={2017},
volume={9},
number={OCT},
doi={10.3389/fnagi.2017.00326},
art_number={326},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85031122118&doi=10.3389%2ffnagi.2017.00326&partnerID=40&md5=fb56a95ef9052f5b6ebbac70100813cc},
document_type={Article},
source={Scopus},
}
  • [DOI] T. Götz, M. Ermer, D. Salas-González, M. Kellermeier, V. Strnad, C. Bert, B. Hensel, A. M. Tomé, and E. W. Lang, «On the use of multi-dimensional scaling and electromagnetic tracking in high dose rate brachytherapy,» Physics in medicine and biology, vol. 62, iss. 20, pp. 7959-7980, 2017.
    [Bibtex] 
    @ARTICLE{Götz20177959,
author={Götz, Th.I. and Ermer, M. and Salas-González, D. and Kellermeier, M. and Strnad, V. and Bert, Ch. and Hensel, B. and Tomé, A.M. and Lang, E.W.},
title={On the use of multi-dimensional scaling and electromagnetic tracking in high dose rate brachytherapy},
journal={Physics in Medicine and Biology},
year={2017},
volume={62},
number={20},
pages={7959-7980},
doi={10.1088/1361-6560/aa8944},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85029896044&doi=10.1088%2f1361-6560%2faa8944&partnerID=40&md5=3ccc6deb9118c8d32055d1474abc3245},
document_type={Article},
source={Scopus},
}
  • [DOI] J. Ramirez, J. M. Gorriz, F. J. Martinez-Murcia, F. Segovia, and D. Salas-Gonzalez, «Magnetic resonance image classification using nonnegative matrix factorization and ensemble tree learning techniques.» 2017.
    [Bibtex] 
    @CONFERENCE{Ramirez2017,
author={Ramirez, J. and Gorriz, J.M. and Martinez-Murcia, F.J. and Segovia, F. and Salas-Gonzalez, D.},
title={Magnetic resonance image classification using nonnegative matrix factorization and ensemble tree learning techniques},
journal={2016 IEEE 18th International Workshop on Multimedia Signal Processing, MMSP 2016},
year={2017},
doi={10.1109/MMSP.2016.7813393},
art_number={7813393},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85013188089&doi=10.1109%2fMMSP.2016.7813393&partnerID=40&md5=44826947d2f8f1cbe02576aa15800cef},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] F. Segovia, D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, and F. J. Martínez-Murcia, «Analysis of 18f-dmfp-pet data using hidden markov random field and the gaussian distribution to assist the diagnosis of parkinsonism.» 2017.
    [Bibtex] 
    @CONFERENCE{Segovia2017,
author={Segovia, F. and Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and Martínez-Murcia, F.J.},
title={Analysis of 18F-DMFP-PET data using Hidden Markov Random Field and the Gaussian distribution to assist the diagnosis of Parkinsonism},
journal={Progress in Biomedical Optics and Imaging - Proceedings of SPIE},
year={2017},
volume={10134},
doi={10.1117/12.2250281},
art_number={101342B},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85020284116&doi=10.1117%2f12.2250281&partnerID=40&md5=8512bd9778c3992d97069eb9292737d0},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] J. M. Górriz, J. Ramírez, F. J. Martinez-Murcia, I. A. Illán, F. Segovia, D. Salas-González, and A. Ortiz, «Case-based statistical learning: a non parametric implementation applied to spect images,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 10337 LNCS, pp. 305-313, 2017.
    [Bibtex] 
    @ARTICLE{Górriz2017305,
author={Górriz, J.M. and Ramírez, J. and Martinez-Murcia, F.J. and Illán, I.A. and Segovia, F. and Salas-González, D. and Ortiz, A.},
title={Case-based statistical learning: A non parametric implementation applied to SPECT images},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2017},
volume={10337 LNCS},
pages={305-313},
doi={10.1007/978-3-319-59740-9_30},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85026997548&doi=10.1007%2f978-3-319-59740-9_30&partnerID=40&md5=313a579e6a76a825a9c5bfdf51bcf6cf},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] J. M. Górriz, J. Ramírez, I. A. Illán, F. J. Martínez-Murcia, F. Segovia, D. Salas-Gonzalez, and A. Ortiz, «Case-based statistical learning applied to spect image classification.» 2017.
    [Bibtex] 
    @CONFERENCE{Górriz2017,
author={Górriz, J.M. and Ramírez, J. and Illán, I.A. and Martínez-Murcia, F.J. and Segovia, F. and Salas-Gonzalez, D. and Ortiz, A.},
title={Case-based statistical learning applied to SPECT image classification},
journal={Progress in Biomedical Optics and Imaging - Proceedings of SPIE},
year={2017},
volume={10134},
doi={10.1117/12.2253853},
art_number={101342D},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85020245413&doi=10.1117%2f12.2253853&partnerID=40&md5=cc2cfbdb7fa07478400ba211b82ef7fd},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] J. M. Górriz, J. Ramírez, M. Moreno-Caballero, F. J. Martinez-Murcia, A. Ortiz, I. A. Illán, F. Segovia, D. Salas-González, and M. Gomez-Rio, «Tree-based ensemble learning techniques in the analysis of parkinsonian syndromes,» Communications in computer and information science, vol. 723, pp. 459-469, 2017.
    [Bibtex] 
    @ARTICLE{Górriz2017459,
author={Górriz, J.M. and Ramírez, J. and Moreno-Caballero, M. and Martinez-Murcia, F.J. and Ortiz, A. and Illán, I.A. and Segovia, F. and Salas-González, D. and Gomez-Rio, M.},
title={Tree-based ensemble learning techniques in the analysis of parkinsonian syndromes},
journal={Communications in Computer and Information Science},
year={2017},
volume={723},
pages={459-469},
doi={10.1007/978-3-319-60964-5_40},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85022203078&doi=10.1007%2f978-3-319-60964-5_40&partnerID=40&md5=f6d218544dcd6dc3b005cd7a0140eb59},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] F. Segovia, J. M. Górriz, J. Ramírez, F. J. Martínez-Murcia, D. Castillo-Barnes, I. A. Illán, A. Ortiz, and D. Salas-Gonzalez, «Automatic separation of parkinsonian patients and control subjects based on the striatal morphology,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 10337 LNCS, pp. 345-352, 2017.
    [Bibtex] 
    @ARTICLE{Segovia2017345,
author={Segovia, F. and Górriz, J.M. and Ramírez, J. and Martínez-Murcia, F.J. and Castillo-Barnes, D. and Illán, I.A. and Ortiz, A. and Salas-Gonzalez, D.},
title={Automatic separation of parkinsonian patients and control subjects based on the striatal morphology},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2017},
volume={10337 LNCS},
pages={345-352},
doi={10.1007/978-3-319-59740-9_34},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85027072037&doi=10.1007%2f978-3-319-59740-9_34&partnerID=40&md5=499ff1fb3ca79dd18bb79516e9a2e6bc},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] J. M. Gorriz, J. Ramirez, J. Suckling, I. A. Illan, A. Ortiz, F. J. Martinez-Murcia, F. Segovia, D. Salas-Gonzalez, and S. Wang, «Case-based statistical learning: a non-parametric implementation with a conditional-error rate svm,» Ieee access, vol. 5, pp. 11468-11478, 2017.
    [Bibtex] 
    @ARTICLE{Gorriz201711468,
author={Gorriz, J.M. and Ramirez, J. and Suckling, J. and Illan, I.A. and Ortiz, A. and Martinez-Murcia, F.J. and Segovia, F. and Salas-Gonzalez, D. and Wang, S.},
title={Case-Based Statistical Learning: A Non-Parametric Implementation with a Conditional-Error Rate SVM},
journal={IEEE Access},
year={2017},
volume={5},
pages={11468-11478},
doi={10.1109/ACCESS.2017.2714579},
art_number={7945239},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85026915858&doi=10.1109%2fACCESS.2017.2714579&partnerID=40&md5=547f54abb62315bec2fe907e0bac69c3},
document_type={Article},
source={Scopus},
}
  • [DOI] D. Castillo-Barnes, C. Arenas, F. Segovia, F. J. Martínez-Murcia, I. A. Illán, J. M. Górriz, J. Ramírez, and D. Salas-Gonzalez, «On a heavy-tailed intensity normalization of the parkinson’s progression markers initiative brain database,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 10337 LNCS, pp. 298-304, 2017.
    [Bibtex] 
    @ARTICLE{Castillo-Barnes2017298,
author={Castillo-Barnes, D. and Arenas, C. and Segovia, F. and Martínez-Murcia, F.J. and Illán, I.A. and Górriz, J.M. and Ramírez, J. and Salas-Gonzalez, D.},
title={On a heavy-tailed intensity normalization of the parkinson’s progression markers initiative brain database},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2017},
volume={10337 LNCS},
pages={298-304},
doi={10.1007/978-3-319-59740-9_29},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85027014128&doi=10.1007%2f978-3-319-59740-9_29&partnerID=40&md5=5611ed56fde8cf3fedf46f958e08b471},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] F. J. Martinez-Murcia, A. Ortiz, J. M. Górriz, J. Ramírez, F. Segovia, D. Salas-Gonzalez, D. Castillo-Barnes, and I. A. Illán, «A 3d convolutional neural network approach for the diagnosis of parkinson’s disease,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 10337 LNCS, pp. 324-333, 2017.
    [Bibtex] 
    @ARTICLE{Martinez-Murcia2017324,
author={Martinez-Murcia, F.J. and Ortiz, A. and Górriz, J.M. and Ramírez, J. and Segovia, F. and Salas-Gonzalez, D. and Castillo-Barnes, D. and Illán, I.A.},
title={A 3D convolutional neural network approach for the diagnosis of Parkinson’s disease},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2017},
volume={10337 LNCS},
pages={324-333},
doi={10.1007/978-3-319-59740-9_32},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85027010206&doi=10.1007%2f978-3-319-59740-9_32&partnerID=40&md5=95893432f2ce41d0c7e06c8c50252577},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] F. J. Martinez-Murcia, J. M. Górriz, J. Ramírez, F. Segovia, D. Salas-Gonzalez, D. Castillo-Barnes, I. A. Illán, and A. Ortiz, «Evaluating alzheimer’s disease diagnosis using texture analysis,» Communications in computer and information science, vol. 723, pp. 470-481, 2017.
    [Bibtex] 
    @ARTICLE{Martinez-Murcia2017470,
author={Martinez-Murcia, F.J. and Górriz, J.M. and Ramírez, J. and Segovia, F. and Salas-Gonzalez, D. and Castillo-Barnes, D. and Illán, I.A. and Ortiz, A.},
title={Evaluating Alzheimer’s disease diagnosis using texture analysis},
journal={Communications in Computer and Information Science},
year={2017},
volume={723},
pages={470-481},
doi={10.1007/978-3-319-60964-5_41},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85022215521&doi=10.1007%2f978-3-319-60964-5_41&partnerID=40&md5=0ef0edd8b229b39b259ae848c19a43e9},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] F. Segovia, I. A. Illán, D. Salas-Gonzalez, F. J. Martínez-Murcia, A. Ortiz, J. M. Górriz, and J. Ramírez, «Petra: a web-based system supporting computer aided diagnosis of alzheimer’s disease.» 2017.
    [Bibtex] 
    @CONFERENCE{Segovia2017,
author={Segovia, F. and Illán, I.A. and Salas-Gonzalez, D. and Martínez-Murcia, F.J. and Ortiz, A. and Górriz, J.M. and Ramírez, J.},
title={PETRA: A web-based system supporting computer aided diagnosis of Alzheimer's disease},
journal={2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop, NSS/MIC/RTSD 2016},
year={2017},
volume={2017-January},
doi={10.1109/NSSMIC.2016.8069433},
art_number={8069433},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041699179&doi=10.1109%2fNSSMIC.2016.8069433&partnerID=40&md5=44dc10c6b8789e0ab5354997cc245210},
}
  • [DOI] A. Dominguez, J. Ramirez, J. M. Górriz, F. Segovia, D. Salas-Gonzalez, F. J. Martinez-Murcia, and I. A. Illán, «Statistical feature selection and classification models for alzheimer’s disease progression assessment.» 2017.
    [Bibtex] 
    @CONFERENCE{Dominguez2017,
author={Dominguez, A. and Ramirez, J. and Górriz, J.M. and Segovia, F. and Salas-Gonzalez, D. and Martinez-Murcia, F.J. and Illán, I.A.},
title={Statistical feature selection and classification models for Alzheimer's disease progression assessment},
journal={2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop, NSS/MIC/RTSD 2016},
year={2017},
volume={2017-January},
doi={10.1109/NSSMIC.2016.8069560},
art_number={8069560},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041538186&doi=10.1109%2fNSSMIC.2016.8069560&partnerID=40&md5=6c66d81f124f5b75b9dbe5ed413fba4f},
}
  • [DOI] U. Vidal-Sanz, F. J. Martinez-Murcia, J. M. Gorriz, J. Ramirez, I. A. Illan, F. Segovia, and D. Salas-Gonzalez, «Simulating functional brain images in alzheimer’s disease.» 2017.
    [Bibtex] 
    @CONFERENCE{Vidal-Sanz2017,
author={Vidal-Sanz, U. and Martinez-Murcia, F.J. and Gorriz, J.M. and Ramirez, J. and Illan, I.A. and Segovia, F. and Salas-Gonzalez, D.},
title={Simulating functional brain images in Alzheimer's disease},
journal={2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop, NSS/MIC/RTSD 2016},
year={2017},
volume={2017-January},
doi={10.1109/NSSMIC.2016.8069420},
art_number={8069420},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041706204&doi=10.1109%2fNSSMIC.2016.8069420&partnerID=40&md5=7e8949186ca30e0fd9fd2fa3f02e9a25},
}
  • [DOI] I. Peis, I. A. Illan, F. J. Martinez-Murcia, F. Segovia, J. M. Gorriz, J. Ramirez, E. W. Lang, and D. Salas-Gonzalez, «Mri brain segmentation using hidden markov random fields with alpha-stable distributions.» 2017.
    [Bibtex] 
    @CONFERENCE{Peis2017,
author={Peis, I. and Illan, I.A. and Martinez-Murcia, F.J. and Segovia, F. and Gorriz, J.M. and Ramirez, J. and Lang, E.W. and Salas-Gonzalez, D.},
title={MRI brain segmentation using hidden Markov random fields with alpha-stable distributions},
journal={2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop, NSS/MIC/RTSD 2016},
year={2017},
volume={2017-January},
doi={10.1109/NSSMIC.2016.8069422},
art_number={8069422},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041040427&doi=10.1109%2fNSSMIC.2016.8069422&partnerID=40&md5=9de2d9bd5cf1c11a3bc6dfb2b50255e9},
}
  • [DOI] R. Molina-Masegosa, J. M. Górriz, J. Ramírez, and D. Salas-Gonzalez, «A comparison among several methods for building templates in functional brain imaging.» 2016.
    [Bibtex] 
    @CONFERENCE{Molina-Masegosa2016,
author={Molina-Masegosa, R. and Górriz, J.M. and Ramírez, J. and Salas-Gonzalez, D.},
title={A comparison among several methods for building templates in functional brain imaging},
journal={2015 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2015},
year={2016},
doi={10.1109/NSSMIC.2015.7582228},
art_number={7582228},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84994085852&partnerID=40&md5=953d1bf41c440f5cf12b68c19a914840},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] F. Segovia, J. M. Górriz, J. Ramírez, and D. Salas-Gonzalez, «Multiclass classification of 18f-dmfp-pet data to assist the diagnosis of parkinsonism.» 2016.
    [Bibtex] 
    @CONFERENCE{Segovia2016,
author={Segovia, F. and Górriz, J.M. and Ramírez, J. and Salas-Gonzalez, D.},
title={Multiclass classification of 18F-DMFP-PET data to assist the diagnosis of parkinsonism},
journal={PRNI 2016 - 6th International Workshop on Pattern Recognition in Neuroimaging},
year={2016},
doi={10.1109/PRNI.2016.7552342},
art_number={7552342},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84988867431&partnerID=40&md5=fbedf1072ebde17276fca479b45a04c8},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, F. Segovia, F. J. Martínez-Murcia, E. W. Lang, J. M. Gorriz, and J. Ramırez, «An optimal approach for selecting discriminant regions for the diagnosis of alzheimer’s disease,» Current alzheimer research, vol. 13, iss. 7, pp. 838-844, 2016.
    [Bibtex] 
    @article{D. Salas-Gonzalez 2016,
Title = {An Optimal Approach for Selecting Discriminant Regions for the Diagnosis of Alzheimer's Disease},
Journal = {Current Alzheimer Research},
volume = {13},
Number = {7},
Pages = {838-844},
Year = {2016},
ISSN = {1567-2050/1875-5828},
DOI = {10.2174/1567205013666160415154852},
URL = {http://www.eurekaselect.com/node/141313/article},
Author = {D. Salas-Gonzalez and F. Segovia and F. J. Martínez-Murcia and E. W. Lang and J. M. Gorriz and J. Ramırez},
}
  • S. Al-Baddai, A. Neubauer, A. M. Tomé, V. Vigneron, D. Salas-Gonzalez, J. M. Górriz, C. G. Puntonet, and E. W. Lang, «Functional biomedical images of alzheimer’s disease. a green’s function-based empirical mode decomposition study,» Current alzheimer research, vol. 13, iss. 6, pp. 695-707, 2016.
    [Bibtex] 
    @ARTICLE{Al-Baddai2016695,
author={Al-Baddai, S. and Neubauer, A. and Tomé, A.M. and Vigneron, V. and Salas-Gonzalez, D. and Górriz, J.M. and Puntonet, C.G. and Lang, E.W.},
title={Functional biomedical images of Alzheimer’s disease. A green’s function-based empirical mode decomposition study},
journal={Current Alzheimer Research},
year={2016},
volume={13},
number={6},
pages={695-707},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84966455279&partnerID=40&md5=b9bc4215e235497c7a541e5f8076da0a},
document_type={Article},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, O. Horeth, E. W. Lang, J. M. Górriz, and J. Ramírez, «Bioinformatics and biomedical engineering: third international conference, iwbbio 2015, granada, spain, april 15-17, 2015, proceedings, part i,» , F. Ortuño and I. Rojas, Eds., Cham: Springer International Publishing, 2015, p. 216–221.
    [Bibtex] 
    @Inbook{Salas-Gonzalez2015,
author="Salas-Gonzalez, Diego
and Horeth, Oliver
and Lang, Elmar W.
and G{\'o}rriz, Juan M.
and Ram{\'i}rez, Javier",
editor="Ortu{\~{n}}o, Francisco
and Rojas, Ignacio",
chapter="Study of the Histogram of the Hippocampus in MRI Using the $\alpha$-stable Distribution",
title="Bioinformatics and Biomedical Engineering: Third International Conference, IWBBIO 2015, Granada, Spain, April 15-17, 2015, Proceedings, Part I",
year="2015",
publisher="Springer International Publishing",
address="Cham",
pages="216--221",
isbn="978-3-319-16483-0",
doi="10.1007/978-3-319-16483-0_22",
url="http://dx.doi.org/10.1007/978-3-319-16483-0_22"
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, I. A. Illán, P. Padilla, F. J. Martínez-Murcia, and E. W. Lang, «Building a fp-cit spect brain template using a posterization approach,» Neuroinformatics, vol. 13, iss. 4, pp. 391-402, 2015.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez2015391,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and Illán, I.A. and Padilla, P. and Martínez-Murcia, F.J. and Lang, E.W.},
title={Building a FP-CIT SPECT Brain Template Using a Posterization Approach},
journal={Neuroinformatics},
year={2015},
volume={13},
number={4},
pages={391-402},
doi={10.1007/s12021-015-9262-9},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84945446201&partnerID=40&md5=3099eac9d4417fa634c7b3a59a517ee6},
document_type={Article},
source={Scopus},
}
  • [DOI] A. Brahim, J. Ramírez, J. M. Górriz, L. Khedher, and D. Salas-Gonzalez, «Erratum: comparison between different intensity normalization methods in 123iioflupane imaging for the automatic detection of parkinsonism (plos one 10:6 (e0130274) doi 10.1371/journal.pone.0130274),» Plos one, vol. 10, iss. 7, 2015.
    [Bibtex] 
    @ARTICLE{Brahim2015,
author={Brahim, A. and Ramírez, J. and Górriz, J.M. and Khedher, L. and Salas-Gonzalez, D.},
title={Erratum: Comparison between different intensity normalization methods in 123iioflupane imaging for the automatic detection of Parkinsonism (PLoS ONE 10:6 (e0130274) doi 10.1371/journal.pone.0130274)},
journal={PLoS ONE},
year={2015},
volume={10},
number={7},
doi={10.1371/journal.pone.0130274},
art_number={130274},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84941949912&partnerID=40&md5=22942a6867c8b283064b284bf9399626},
document_type={Erratum},
source={Scopus},
}
  • [DOI] A. Brahim, J. Ramírez, J. M. Górriz, L. Khedher, and D. Salas-Gonzalez, «Comparison between different intensity normalization methods in 123i-ioflupane imaging for the automatic detection of parkinsonism,» Plos one, vol. 10, iss. 6, 2015.
    [Bibtex] 
    @ARTICLE{Brahim2015,
author={Brahim, A. and Ramírez, J. and Górriz, J.M. and Khedher, L. and Salas-Gonzalez, D.},
title={Comparison between different intensity normalization methods in 123I-Ioflupane imaging for the automatic detection of Parkinsonism},
journal={PLoS ONE},
year={2015},
volume={10},
number={6},
doi={10.1371/journal.pone.0135107},
art_number={e0130274},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84956834620&partnerID=40&md5=6fc61c014ab7ead0f8e5498653799b85},
document_type={Article},
source={Scopus},
}
  • D. Salas-Gonzalez, O. Horeth, E. W. Lang, J. M. Gó Rriz, and J. Ramí Rez, «Study of the histogram of the hippocampus in mri using the α-stable distribution,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 9043, pp. 216-221, 2015.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez2015216,
author={Salas-Gonzalez, D. and Horeth, O. and Lang, E.W. and Gó Rriz, J.M. and Ramí Rez, J.},
title={Study of the histogram of the hippocampus in MRI using the α-stable distribution},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2015},
volume={9043},
pages={216-221},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84944457209&partnerID=40&md5=e5de37453c88599a796c44fce8eff6df},
document_type={Conference Paper},
source={Scopus},
}
  • D. Salas-Gonzalez, E. W. Lang, J. M. Górriz, and J. Ramirez, «A posterization strategy for the registration of [123i]fp-cit spect brain images.» 2015, pp. 88-92.
    [Bibtex] 
    @CONFERENCE{Salas-Gonzalez201588,
author={Salas-Gonzalez, D. and Lang, E.W. and Górriz, J.M. and Ramirez, J.},
title={A posterization strategy for the registration of [123I]FP-CIT SPECT brain images},
journal={VISAPP 2015 - 10th International Conference on Computer Vision Theory and Applications; VISIGRAPP, Proceedings},
year={2015},
volume={3},
pages={88-92},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84939495516&partnerID=40&md5=bd9711b089f30d087988cecc405672e7},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] P. Padilla, J. M. Górriz, J. Ramírez, D. Salas-González, and I. A. Illán, «Intensity normalization in the analysis of functional datscan spect images: the α-stable distribution-based normalization method vs other approaches,» Neurocomputing, iss. Part A, pp. 4-15, 2015.
    [Bibtex] 
    @ARTICLE{Padilla20154,
author={Padilla, P. and Górriz, J.M. and Ramírez, J. and Salas-González, D. and Illán, I.A.},
title={Intensity normalization in the analysis of functional DaTSCAN SPECT images: The α-stable distribution-based normalization method vs other approaches},
journal={Neurocomputing},
year={2015},
number={Part A},
pages={4-15},
doi={10.1016/j.neucom.2014.01.080},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84912073093&partnerID=40&md5=615a7269471af1ef153f8e6bf42ce098},
document_type={Article},
source={Scopus},
}
  • [DOI] A. Ortiz, J. M. Gorriz, J. Ramirez, and D. Salas-Gonzalez, «Improving mr brain image segmentation using self-organising maps and entropy-gradient clustering,» Information sciences, vol. 262, pp. 117-136, 2014.
    [Bibtex] 
    @ARTICLE{Ortiz2014117,
author={Ortiz, A. and Gorriz, J.M. and Ramirez, J. and Salas-Gonzalez, D.},
title={Improving MR brain image segmentation using self-organising maps and entropy-gradient clustering},
journal={Information Sciences},
year={2014},
volume={262},
pages={117-136},
doi={10.1016/j.ins.2013.10.002},
note={cited By 6},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84892496947&partnerID=40&md5=b31daf4044cffdafe052f91b63c6094e},
document_type={Article},
source={Scopus},
}
  • J. M. Górriz, J. Ramírez, A. Olivares, I. A. Ilián, D. Salas, C. G. Puntonet, and P. Padilla, «A simplified qrs decision stage based on the dft coefficients.» 2014, pp. 1522-1526.
    [Bibtex] 
    @CONFERENCE{Górriz20141522,
author={Górriz, J.M. and Ramírez, J. and Olivares, A. and Ilián, I.A. and Salas, D. and Puntonet, C.G. and Padilla, P.},
title={A simplified QRS decision stage based on the DFT coefficients},
journal={European Signal Processing Conference},
year={2014},
pages={1522-1526},
art_number={6952544},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84911898113&partnerID=40&md5=7b3ff2987916e0078189982e21d02355},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] P. Padilla, J. Ramírez, J. M. Górriz, D. Salas-González, and I. Alvarez-Illán, «Statistical significance in the selection of the regions of interest for parkinson brain image processing.» 2014, pp. 19-26.
    [Bibtex] 
    @CONFERENCE{Padilla201419,
author={Padilla, P. and Ramírez, J. and Górriz, J.M. and Salas-González, D. and Alvarez-Illán, I.},
title={Statistical significance in the selection of the regions of interest for Parkinson brain image processing},
journal={Studies in Health Technology and Informatics},
year={2014},
volume={207},
pages={19-26},
doi={10.3233/978-1-61499-474-9-19},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84918829134&partnerID=40&md5=ef6e59f15fa1940f886f728a27cf52d7},
document_type={Conference Paper},
source={Scopus},
}
  • D. Salas-Gonzalez, J. M. Gorriz, J. Ramirez, and E. W. Lang, «Why using the alpha-stable distribution in neuroimage?.» 2014, pp. 297-301.
    [Bibtex] 
    @CONFERENCE{Salas-Gonzalez2014297,
author={Salas-Gonzalez, D. and Gorriz, J.M. and Ramirez, J. and Lang, E.W.},
title={Why using the alpha-stable distribution in neuroimage?},
journal={SIGMAP 2014 - Proceedings of the 11th International Conference on Signal Processing and Multimedia Applications, Part of ICETE 2014 - 11th International Joint Conference on e-Business and Telecommunications},
year={2014},
pages={297-301},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84908870162&partnerID=40&md5=a4aa48661c06fcb614d6cfd920ba016f},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, I. A. Illán, P. Padilla, F. J. Martínez-Murcia, and E. W. Lang, «Affine registration of [123i]fp-cit spect brain images.» 2014, pp. 65-73.
    [Bibtex] 
    @CONFERENCE{Salas-Gonzalez201465,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and A. Illán, I. and Padilla, P. and Martínez-Murcia, F.J. and Lang, E.W.},
title={Affine registration of [123I]FP-CIT SPECT brain images},
journal={Studies in Health Technology and Informatics},
year={2014},
volume={207},
pages={65-73},
doi={10.3233/978-1-61499-474-9-65},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84918788128&partnerID=40&md5=a87aaff4cfe51f242e3b6806848c3f7e},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] F. J. Martínez-Murcia, J. M. Górriz, J. Ramírez, I. Álvarez Illán, D. Salas-González, and F. Segovia, «Projecting mri brain images for the detection of alzheimer’s disease.» 2014, pp. 225-233.
    [Bibtex] 
    @CONFERENCE{Martínez-Murcia2014225,
author={Martínez-Murcia, F.J. and Górriz, J.M. and Ramírez, J. and Álvarez Illán, I. and Salas-González, D. and Segovia, F.},
title={Projecting MRI brain images for the detection of Alzheimer's Disease},
journal={Studies in Health Technology and Informatics},
year={2014},
volume={207},
pages={225-233},
doi={10.3233/978-1-61499-474-9-225},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84918806150&partnerID=40&md5=470337ec34177588078505e63e91c699},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] P. Padilla, J. M. Górriz, J. Ramírez, D. Salas-González, and I. Álvarez, «Early computer aided diagnosis of parkinson’s disease based on nearest neighbor strategy and striatum activation threshold,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 7931 LNCS, iss. PART 2, pp. 258-265, 2013.
    [Bibtex] 
    @ARTICLE{Padilla2013258,
author={Padilla, P. and Górriz, J.M. and Ramírez, J. and Salas-González, D. and Álvarez, I.},
title={Early computer aided diagnosis of Parkinson's disease based on nearest neighbor strategy and striatum activation threshold},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2013},
volume={7931 LNCS},
number={PART 2},
pages={258-265},
doi={10.1007/978-3-642-38622-0_27},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84885792270&partnerID=40&md5=ca1de546b366834413952dee94bed5bb},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] I. A. Illán, J. M. Górriz, J. Ramirez, D. Salas-González, F. J. Martínez-Murcia, F. Segovia, and C. G. Puntonet, «Automatic orientation of functional brain images for multiplataform software,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 7930 LNCS, iss. PART 1, pp. 406-411, 2013.
    [Bibtex] 
    @ARTICLE{Illán2013406,
author={Illán, I.A. and Górriz, J.M. and Ramirez, J. and Salas-González, D. and Martínez-Murcia, F.J. and Segovia, F. and Puntonet, C.G.},
title={Automatic orientation of functional brain images for multiplataform software},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2013},
volume={7930 LNCS},
number={PART 1},
pages={406-411},
doi={10.1007/978-3-642-38637-4_42},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84885779918&partnerID=40&md5=0b4d96f0f9cef17add7df73a4c29b043},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] A. Ortiz García, J. M. Górriz, J. Ramírez, and D. Salas-González, «Automatic roi selection using som modelling in structural brain mri,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 7931 LNCS, iss. PART 2, pp. 278-285, 2013.
    [Bibtex] 
    @ARTICLE{OrtizGarcía2013278,
author={Ortiz García, A. and Górriz, J.M. and Ramírez, J. and Salas-González, D.},
title={Automatic ROI selection using SOM modelling in structural brain MRI},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2013},
volume={7931 LNCS},
number={PART 2},
pages={278-285},
doi={10.1007/978-3-642-38622-0_29},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84885783909&partnerID=40&md5=6d29982295b5f7b63b032bbde9954e21},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] A. Ortiz, J. M. Górriz, J. Ramírez, and D. Salas-González, «Improving mri segmentation with probabilistic ghsom and multiobjective optimization,» Neurocomputing, vol. 114, pp. 118-131, 2013.
    [Bibtex] 
    @ARTICLE{Ortiz2013118,
author={Ortiz, A. and Górriz, J.M. and Ramírez, J. and Salas-González, D.},
title={Improving MRI segmentation with probabilistic GHSOM and multiobjective optimization},
journal={Neurocomputing},
year={2013},
volume={114},
pages={118-131},
doi={10.1016/j.neucom.2012.08.047},
note={cited By 8},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84878018986&partnerID=40&md5=89ee5eb9833abc4a7223b45e088db3c2},
document_type={Article},
source={Scopus},
}
  • [DOI] J. Ramírez, J. M. Górriz, D. Salas-Gonzalez, A. Romero, M. López, I. Álvarez, and M. Gómez-Río, «Computer-aided diagnosis of alzheimer’s type dementia combining support vector machines and discriminant set of features,» Information sciences, vol. 237, pp. 59-72, 2013.
    [Bibtex] 
    @ARTICLE{Ramírez201359,
author={Ramírez, J. and Górriz, J.M. and Salas-Gonzalez, D. and Romero, A. and López, M. and Álvarez, I. and Gómez-Río, M.},
title={Computer-aided diagnosis of Alzheimer's type dementia combining support vector machines and discriminant set of features},
journal={Information Sciences},
year={2013},
volume={237},
pages={59-72},
doi={10.1016/j.ins.2009.05.012},
note={cited By 24},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84876977318&partnerID=40&md5=5dab524642f8ee0541206f8d85d6227d},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, P. Padilla, and I. A. Illán, «Improving the convergence rate in affine registration of pet and spect brain images using histogram equalization,» Computational and mathematical methods in medicine, vol. 2013, 2013.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez2013,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and Padilla, P. and Illán, I.A.},
title={Improving the convergence rate in affine registration of PET and SPECT brain images using histogram equalization},
journal={Computational and Mathematical Methods in Medicine},
year={2013},
volume={2013},
doi={10.1155/2013/760903},
art_number={760903},
note={cited By 3},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84878644708&partnerID=40&md5=ed040c54632c485e841adba3e95642e7},
document_type={Article},
source={Scopus},
}
  • [DOI] A. Ortiz, A. A. Palacio, J. M. Górriz, J. Ramírez, and D. Salas-González, «Segmentation of brain mri using som-fcm-based method and 3d statistical descriptors,» Computational and mathematical methods in medicine, vol. 2013, 2013.
    [Bibtex] 
    @ARTICLE{Ortiz2013,
author={Ortiz, A. and Palacio, A.A. and Górriz, J.M. and Ramírez, J. and Salas-González, D.},
title={Segmentation of brain MRI using SOM-FCM-based method and 3D statistical descriptors},
journal={Computational and Mathematical Methods in Medicine},
year={2013},
volume={2013},
doi={10.1155/2013/638563},
art_number={638563},
note={cited By 8},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84878646643&partnerID=40&md5=5a85956e2cae33e257a2a5222a5af5e5},
document_type={Article},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, M. Schloegl, E. W. Lang, and A. Ortiz, «Parameterization of the distribution of white and grey matter in mri using the α-stable distribution,» Computers in biology and medicine, vol. 43, iss. 5, pp. 559-567, 2013.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez2013559,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and Schloegl, M. and Lang, E.W. and Ortiz, A.},
title={Parameterization of the distribution of white and grey matter in MRI using the α-stable distribution},
journal={Computers in Biology and Medicine},
year={2013},
volume={43},
number={5},
pages={559-567},
doi={10.1016/j.compbiomed.2013.01.003},
note={cited By 5},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84875948977&partnerID=40&md5=d4db84c98a26790b2b6c46636c1750bb},
document_type={Article},
source={Scopus},
}
  • [DOI] F. Segovia, J. M. Górriz, J. Ramírez, D. Salas-González, and I. Álvarez, «Early diagnosis of alzheimer’s disease based on partial least squares and support vector machine,» Expert systems with applications, vol. 40, iss. 2, pp. 677-683, 2013.
    [Bibtex] 
    @ARTICLE{Segovia2013677,
author={Segovia, F. and Górriz, J.M. and Ramírez, J. and Salas-González, D. and Álvarez, I.},
title={Early diagnosis of Alzheimer's disease based on Partial Least Squares and Support Vector Machine},
journal={Expert Systems with Applications},
year={2013},
volume={40},
number={2},
pages={677-683},
doi={10.1016/j.eswa.2012.07.071},
note={cited By 6},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84867671805&partnerID=40&md5=e670a4c60ec11fe19aa094ece570ff99},
document_type={Article},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, I. A. Illán, and E. W. Lang, «Linear intensity normalization of fp-cit spect brain images using the α-stable distribution,» Neuroimage, vol. 65, pp. 449-455, 2013.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez2013449,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and Illán, I.A. and Lang, E.W.},
title={Linear intensity normalization of FP-CIT SPECT brain images using the α-stable distribution},
journal={NeuroImage},
year={2013},
volume={65},
pages={449-455},
doi={10.1016/j.neuroimage.2012.10.005},
note={cited By 9},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84868484627&partnerID=40&md5=8c266ddd5e4cc2320c5d2741691e696b},
document_type={Article},
source={Scopus},
}
  • [DOI] A. Ortiz, J. M. Górriz, J. Ramírez, D. Salas-González, and J. M. Llamas-Elvira, «Two fully-unsupervised methods for mr brain image segmentation using som-based strategies,» Applied soft computing journal, vol. 13, iss. 5, pp. 2668-2682, 2013.
    [Bibtex] 
    @ARTICLE{Ortiz20132668,
author={Ortiz, A. and Górriz, J.M. and Ramírez, J. and Salas-González, D. and Llamas-Elvira, J.M.},
title={Two fully-unsupervised methods for MR brain image segmentation using SOM-based strategies},
journal={Applied Soft Computing Journal},
year={2013},
volume={13},
number={5},
pages={2668-2682},
doi={10.1016/j.asoc.2012.11.020},
note={cited By 18},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84885578159&partnerID=40&md5=7db50d969c7be0268bcda238f8ec3866},
document_type={Article},
source={Scopus},
}
  • [DOI] R. Chaves, J. Ramirez, J. M. Gorriz, I. A. Illan, and D. Salas-Gonzalez, «Fdg and pib biomarker pet analysis for the alzheimer’s disease detection using association rules.» 2012, pp. 2576-2579.
    [Bibtex] 
    @CONFERENCE{Chaves20122576,
author={Chaves, R. and Ramirez, J. and Gorriz, J.M. and Illan, I.A. and Salas-Gonzalez, D.},
title={FDG and PIB biomarker PET analysis for the Alzheimer's disease detection using Association Rules},
journal={IEEE Nuclear Science Symposium Conference Record},
year={2012},
pages={2576-2579},
doi={10.1109/NSSMIC.2012.6551589},
art_number={6551589},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84881562700&partnerID=40&md5=f451264f168d3ffa32c801d78ac8dd19},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, F. J. Martínez, R. Chaves, F. Segovia, and I. A. Illan, «Intensity normalization of fp-cit spect in patients with parkinsonism using the α-stable distribution.» 2012, pp. 3944-3946.
    [Bibtex] 
    @CONFERENCE{Salas-Gonzalez20123944,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and Martínez, F.J. and Chaves, R. and Segovia, F. and Illan, I.A.},
title={Intensity normalization of FP-CIT SPECT in patients with Parkinsonism using the α-stable distribution},
journal={IEEE Nuclear Science Symposium Conference Record},
year={2012},
pages={3944-3946},
doi={10.1109/NSSMIC.2012.6551904},
art_number={6551904},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84881606189&partnerID=40&md5=d92348d48b6ae8d3cba7a9807da26389},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] I. A. Illán, J. M. Górriz, J. Ramírez, E. W. Lang, D. Salas-Gonzalez, and C. G. Puntonet, «Bilateral symmetry aspects in computer-aided alzheimer’s disease diagnosis by single-photon emission-computed tomography imaging,» Artificial intelligence in medicine, vol. 56, iss. 3, pp. 191-198, 2012.
    [Bibtex] 
    @ARTICLE{Illán2012191,
author={Illán, I.A. and Górriz, J.M. and Ramírez, J. and Lang, E.W. and Salas-Gonzalez, D. and Puntonet, C.G.},
title={Bilateral symmetry aspects in computer-aided Alzheimer's disease diagnosis by single-photon emission-computed tomography imaging},
journal={Artificial Intelligence in Medicine},
year={2012},
volume={56},
number={3},
pages={191-198},
doi={10.1016/j.artmed.2012.09.005},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84870422071&partnerID=40&md5=4c419fe8d0f5ea6876188c341a127290},
document_type={Article},
source={Scopus},
}
  • [DOI] F. J. Martínez-Murcia, J. M. Górriz, J. Ramírez, C. G. Puntonet, and D. Salas-González, «Computer aided diagnosis tool for alzheimer’s disease based on mann-whitney-wilcoxon u-test,» Expert systems with applications, vol. 39, iss. 10, pp. 9676-9685, 2012.
    [Bibtex] 
    @ARTICLE{Martínez-Murcia20129676,
author={Martínez-Murcia, F.J. and Górriz, J.M. and Ramírez, J. and Puntonet, C.G. and Salas-González, D.},
title={Computer Aided Diagnosis tool for Alzheimer's Disease based on Mann-Whitney-Wilcoxon U-Test},
journal={Expert Systems with Applications},
year={2012},
volume={39},
number={10},
pages={9676-9685},
doi={10.1016/j.eswa.2012.02.153},
note={cited By 23},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84859216745&partnerID=40&md5=a855597d68b0ccdb046d9b9621ed948c},
document_type={Article},
source={Scopus},
}
  • [DOI] P. Padilla, M. Lopez, J. M. Gorriz, J. Ramirez, D. Salas-Gonzalez, and I. Alvarez, «Nmf-svm based cad tool applied to functional brain images for the diagnosis of alzheimer’s disease,» Ieee transactions on medical imaging, vol. 31, iss. 2, pp. 207-216, 2012.
    [Bibtex] 
    @ARTICLE{Padilla2012207,
author={Padilla, P. and Lopez, M. and Gorriz, J.M. and Ramirez, J. and Salas-Gonzalez, D. and Alvarez, I.},
title={NMF-SVM based CAD tool applied to functional brain images for the diagnosis of Alzheimer's disease},
journal={IEEE Transactions on Medical Imaging},
year={2012},
volume={31},
number={2},
pages={207-216},
doi={10.1109/TMI.2011.2167628},
art_number={6017128},
note={cited By 42},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84856702606&partnerID=40&md5=9dead5e054fc38c0c467469c0f436141},
document_type={Article},
source={Scopus},
}
  • [DOI] A. Ortiz, J. M. Gorriz, J. Ramirez, and D. Salas-Gonzalez, «Optimized segmentation of brain mri using ghsom and evolutive computing,» Frontiers in artificial intelligence and applications, vol. 243, pp. 2232-2240, 2012.
    [Bibtex] 
    @ARTICLE{Ortiz20122232,
author={Ortiz, A. and Gorriz, J.M. and Ramirez, J. and Salas-Gonzalez, D.},
title={Optimized segmentation of brain MRI using GHSOM and evolutive computing},
journal={Frontiers in Artificial Intelligence and Applications},
year={2012},
volume={243},
pages={2232-2240},
doi={10.3233/978-1-61499-105-2-2232},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84879085164&partnerID=40&md5=5bcbb708c6b9cc2eb90d14c6750a2e4a},
document_type={Article},
source={Scopus},
}
  • [DOI] F. Segovia, J. M. Górriz, J. Ramírez, D. Salas-Gonzalez, I. Álvarez, M. López, and R. Chaves, «A comparative study of feature extraction methods for the diagnosis of alzheimer’s disease using the adni database,» Neurocomputing, vol. 75, pp. 64-71, 2012.
    [Bibtex] 
    @ARTICLE{Segovia201264,
author={Segovia, F. and Górriz, J.M. and Ramírez, J. and Salas-Gonzalez, D. and Álvarez, I. and López, M. and Chaves, R.},
title={A comparative study of feature extraction methods for the diagnosis of Alzheimer's disease using the ADNI database},
journal={Neurocomputing},
year={2012},
volume={75},
pages={64-71},
doi={10.1016/j.neucom.2011.03.050},
note={cited By 29},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-82455199256&partnerID=40&md5=52cd339baa40b1316b330e1c644116a7},
document_type={Article},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, I. Álvarez, M. López, F. Segovia, and C. G. Puntonet, «Two approaches to selecting set of voxels for the diagnosis of alzheimer’s disease using brain spect images,» Digital signal processing: a review journal, vol. 21, iss. 6, pp. 746-755, 2011.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez2011746,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and Álvarez, I. and López, M. and Segovia, F. and Puntonet, C.G.},
title={Two approaches to selecting set of voxels for the diagnosis of Alzheimer's disease using brain SPECT images},
journal={Digital Signal Processing: A Review Journal},
year={2011},
volume={21},
number={6},
pages={746-755},
doi={10.1016/j.dsp.2011.01.006},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-81855166652&partnerID=40&md5=cb70aac48b399aa244b006f82e89832f},
document_type={Article},
source={Scopus},
}
  • [DOI] R. Chaves, J. M. Górriz, J. Ramírez, I. A. Illn, D. Salas-Gonzalez, and M. Gómez-Río, «Efficient mining of association rules for the early diagnosis of alzheimer’s disease,» Physics in medicine and biology, vol. 56, iss. 18, pp. 6047-6063, 2011.
    [Bibtex] 
    @ARTICLE{Chaves20116047,
author={Chaves, R. and Górriz, J.M. and Ramírez, J. and Illn, I.A. and Salas-Gonzalez, D. and Gómez-Río, M.},
title={Efficient mining of association rules for the early diagnosis of Alzheimer's disease},
journal={Physics in Medicine and Biology},
year={2011},
volume={56},
number={18},
pages={6047-6063},
doi={10.1088/0031-9155/56/18/017},
note={cited By 12},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-80052676629&partnerID=40&md5=578f03892a062384640b118671f1a796},
document_type={Article},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, M. Schlögl, J. M. Górriz, J. Ramírez, and E. Lang, «Bayesian segmentation of magnetic resonance images using the α-stable distribution,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 6678 LNAI, iss. PART 1, pp. 99-106, 2011.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez201199,
author={Salas-Gonzalez, D. and Schlögl, M. and Górriz, J.M. and Ramírez, J. and Lang, E.},
title={Bayesian segmentation of magnetic resonance images using the α-stable distribution},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2011},
volume={6678 LNAI},
number={PART 1},
pages={99-106},
doi={10.1007/978-3-642-21219-2-14},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-79957928579&partnerID=40&md5=7b53e878be99a3b9ff786710f2fe40e9},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] M. López, J. M. Górriz, J. Ramírez, D. Salas-Gonzalez, R. Chaves, and M. Gómez-Río, «Svm with bounds of confidence and pls for quantifying the effects of acupuncture on migraine patients,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 6678 LNAI, iss. PART 1, pp. 132-139, 2011.
    [Bibtex] 
    @ARTICLE{López2011132,
author={López, M. and Górriz, J.M. and Ramírez, J. and Salas-Gonzalez, D. and Chaves, R. and Gómez-Río, M.},
title={SVM with bounds of confidence and PLS for quantifying the effects of acupuncture on migraine patients},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2011},
volume={6678 LNAI},
number={PART 1},
pages={132-139},
doi={10.1007/978-3-642-21219-2-18},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-79957891904&partnerID=40&md5=e7a62a5dbba2177dc14b332b6516a80c},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] R. Chaves, J. Ramírez, J. M. Górriz, D. Salas-Gonzalez, M. López, I. Illán, F. Segovia, and A. Olivares, «Effective diagnosis of alzheimer’s disease by means of distance metric learning,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 6678 LNAI, iss. PART 1, pp. 148-155, 2011.
    [Bibtex] 
    @ARTICLE{Chaves2011148,
author={Chaves, R. and Ramírez, J. and Górriz, J.M. and Salas-Gonzalez, D. and López, M. and Illán, I. and Segovia, F. and Olivares, A.},
title={Effective diagnosis of Alzheimer's disease by means of distance metric learning},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2011},
volume={6678 LNAI},
number={PART 1},
pages={148-155},
doi={10.1007/978-3-642-21219-2-20},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-79957888702&partnerID=40&md5=0c35fe1e7a3bca19fe3942ac947702c8},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] R. Chaves, J. Ramírez, J. M. Górriz, D. Salas-Gonzalez, and M. López, «Distance metric learning as feature reduction technique for the alzheimer’s disease diagnosis,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 6687 LNCS, iss. PART 2, pp. 68-76, 2011.
    [Bibtex] 
    @ARTICLE{Chaves201168,
author={Chaves, R. and Ramírez, J. and Górriz, J.M. and Salas-Gonzalez, D. and López, M.},
title={Distance metric learning as feature reduction technique for the Alzheimer's disease diagnosis},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2011},
volume={6687 LNCS},
number={PART 2},
pages={68-76},
doi={10.1007/978-3-642-21326-7_8},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-79956316243&partnerID=40&md5=1462b54ed0320f67bebf54d4d63e87f2},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] A. Ortiz, J. M. Gorriz, J. Ramirez, and D. Salas-Gonzalez, «Mri brain image segmentation with supervised som and probability-based clustering method,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 6687 LNCS, iss. PART 2, pp. 49-58, 2011.
    [Bibtex] 
    @ARTICLE{Ortiz201149,
author={Ortiz, A. and Gorriz, J.M. and Ramirez, J. and Salas-Gonzalez, D.},
title={MRI brain image segmentation with supervised SOM and probability-based clustering method},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2011},
volume={6687 LNCS},
number={PART 2},
pages={49-58},
doi={10.1007/978-3-642-21326-7_6},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-79956320287&partnerID=40&md5=adb2ce3348d7555a25028615a48d09e0},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] F. J. Martínez, D. Salas-González, J. M. Górriz, J. Ramírez, C. G. Puntonet, and M. Gómez-Río, «Analysis of spect brain images using wilcoxon and relative entropy criteria and quadratic multivariate classifiers for the diagnosis of alzheimer’s disease,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 6687 LNCS, iss. PART 2, pp. 41-48, 2011.
    [Bibtex] 
    @ARTICLE{Martínez201141,
author={Martínez, F.J. and Salas-González, D. and Górriz, J.M. and Ramírez, J. and Puntonet, C.G. and Gómez-Río, M.},
title={Analysis of spect brain images using wilcoxon and relative entropy criteria and quadratic multivariate classifiers for the diagnosis of Alzheimer's disease},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2011},
volume={6687 LNCS},
number={PART 2},
pages={41-48},
doi={10.1007/978-3-642-21326-7_5},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-79956327077&partnerID=40&md5=e24f2a6d00e63abf7509f8ceb6390882},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] A. Ortiz, J. M. Górriz, J. Ramírez, and D. Salas-Gonzalez, «Mr brain image segmentation by growing hierarchical som and probability clustering,» Electronics letters, vol. 47, iss. 10, pp. 585-586, 2011.
    [Bibtex] 
    @ARTICLE{Ortiz2011585,
author={Ortiz, A. and Górriz, J.M. and Ramírez, J. and Salas-Gonzalez, D.},
title={MR brain image segmentation by growing hierarchical SOM and probability clustering},
journal={Electronics Letters},
year={2011},
volume={47},
number={10},
pages={585-586},
doi={10.1049/el.2011.0322},
note={cited By 7},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-80053090329&partnerID=40&md5=ab893c2dfb595e73f09063598eb8a54d},
document_type={Article},
source={Scopus},
}
  • [DOI] M. López, J. Ramírez, J. M. Górriz, I. Álvarez, D. Salas-Gonzalez, F. Segovia, R. Chaves, P. Padilla, and M. Gómez-Río, «Principal component analysis-based techniques and supervised classification schemes for the early detection of alzheimer’s disease,» Neurocomputing, vol. 74, iss. 8, pp. 1260-1271, 2011.
    [Bibtex] 
    @ARTICLE{López20111260,
author={López, M. and Ramírez, J. and Górriz, J.M. and Álvarez, I. and Salas-Gonzalez, D. and Segovia, F. and Chaves, R. and Padilla, P. and Gómez-Río, M.},
title={Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease},
journal={Neurocomputing},
year={2011},
volume={74},
number={8},
pages={1260-1271},
doi={10.1016/j.neucom.2010.06.025},
note={cited By 57},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-79952617583&partnerID=40&md5=4ae3591d080743af431c5dd3d4873989},
document_type={Article},
source={Scopus},
}
  • [DOI] I. A. Illán, J. M. Górriz, M. M. López, J. Ramírez, D. Salas-Gonzalez, F. Segovia, R. Chaves, and C. G. Puntonet, «Computer aided diagnosis of alzheimer’s disease using component based svm,» Applied soft computing journal, vol. 11, iss. 2, pp. 2376-2382, 2011.
    [Bibtex] 
    @ARTICLE{Illán20112376,
author={Illán, I.A. and Górriz, J.M. and López, M.M. and Ramírez, J. and Salas-Gonzalez, D. and Segovia, F. and Chaves, R. and Puntonet, C.G.},
title={Computer aided diagnosis of Alzheimer's disease using component based SVM},
journal={Applied Soft Computing Journal},
year={2011},
volume={11},
number={2},
pages={2376-2382},
doi={10.1016/j.asoc.2010.08.019},
note={cited By 27},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-78751638082&partnerID=40&md5=98c20ca0dccaa10969fa673f0988a138},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] J. M. Górriz, F. Segovia, J. Ramírez, A. Lassl, and D. Salas-Gonzalez, «Gmm based spect image classification for the diagnosis of alzheimer’s disease,» Applied soft computing journal, vol. 11, iss. 2, pp. 2313-2325, 2011.
    [Bibtex] 
    @ARTICLE{Górriz20112313,
author={Górriz, J.M. and Segovia, F. and Ramírez, J. and Lassl, A. and Salas-Gonzalez, D.},
title={GMM based SPECT image classification for the diagnosis of Alzheimer's disease},
journal={Applied Soft Computing Journal},
year={2011},
volume={11},
number={2},
pages={2313-2325},
doi={10.1016/j.asoc.2010.08.012},
note={cited By 28},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-78751620586&partnerID=40&md5=3f9c975f8035c58b2f9ff7d27312d48c},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] I. A. Illán, J. M. Górriz, J. Ramírez, D. Salas-Gonzalez, M. M. López, F. Segovia, R. Chaves, M. Gómez-Rio, and C. G. Puntonet, «18f-fdg pet imaging analysis for computer aided alzheimer’s diagnosis,» Information sciences, vol. 181, iss. 4, pp. 903-916, 2011.
    [Bibtex] 
    @ARTICLE{Illán2011903,
author={Illán, I.A. and Górriz, J.M. and Ramírez, J. and Salas-Gonzalez, D. and López, M.M. and Segovia, F. and Chaves, R. and Gómez-Rio, M. and Puntonet, C.G.},
title={18F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis},
journal={Information Sciences},
year={2011},
volume={181},
number={4},
pages={903-916},
doi={10.1016/j.ins.2010.10.027},
note={cited By 49},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-78649894873&partnerID=40&md5=27bca4fbfedd5b9a35dfc6f49064c79c},
document_type={Article},
source={Scopus},
}
  • [DOI] I. A. Illan, J. M. Gorriz, J. Ramirez, R. Chaves, F. Segovia, M. Lopez, D. Salas-Gonzalez, P. Padilla, and C. G. Puntonet, «Machine learning for very early alzheimer’s disease diagnosis; a 18f-fdg and pib pet comparison.» 2010, pp. 2334-2337.
    [Bibtex] 
    @CONFERENCE{Illan20102334,
author={Illan, I.A. and Gorriz, J.M. and Ramirez, J. and Chaves, R. and Segovia, F. and Lopez, M. and Salas-Gonzalez, D. and Padilla, P. and Puntonet, C.G.},
title={Machine learning for very early Alzheimer's Disease diagnosis; A 18F-FDG and PiB PET comparison},
journal={IEEE Nuclear Science Symposium Conference Record},
year={2010},
pages={2334-2337},
doi={10.1109/NSSMIC.2010.5874201},
art_number={5874201},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-79960336392&partnerID=40&md5=236a7edb4bb9c2370f8f7fc3a5a46fe8},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. Estrada, J. M. Górriz, J. Ramírez, F. Segovia, R. Chaves, M. López, I. A. Illan, and P. Padilla, «Improving the convergence rate in affine registration of pet brain images using histogram matching.» 2010, pp. 3599-3601.
    [Bibtex] 
    @CONFERENCE{Salas-Gonzalez20103599,
author={Salas-Gonzalez, D. and Estrada, J. and Górriz, J.M. and Ramírez, J. and Segovia, F. and Chaves, R. and López, M. and Illan, I.A. and Padilla, P.},
title={Improving the convergence rate in affine registration of PET brain images using histogram matching},
journal={IEEE Nuclear Science Symposium Conference Record},
year={2010},
pages={3599-3601},
doi={10.1109/NSSMIC.2010.5874481},
art_number={5874481},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-79960334407&partnerID=40&md5=c1340b6a7c6ac1df91e72846ec3e56ce},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, I. A. Illán, M. López, F. Segovia, R. Chaves, P. Padilla, and C. G. Puntonet, «Feature selection using factor analysis for alzheimer’s diagnosis using f 18 -fdg pet images,» Medical physics, vol. 37, iss. 11, pp. 6084-6095, 2010.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez20106084,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and Illán, I.A. and López, M. and Segovia, F. and Chaves, R. and Padilla, P. and Puntonet, C.G.},
title={Feature selection using factor analysis for Alzheimer's diagnosis using F 18 -FDG PET images},
journal={Medical Physics},
year={2010},
volume={37},
number={11},
pages={6084-6095},
doi={10.1118/1.3488894},
note={cited By 35},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-78149434145&partnerID=40&md5=6d6715bdbceb6edb2be85972c3bdabb6},
document_type={Article},
source={Scopus},
}
  • [DOI] J. Ramírez, J. M. Górriz, F. Segovia, R. Chaves, D. Salas-Gonzalez, M. López, I. Álvarez, and P. Padilla, «Early alzheimer’s disease diagnosis using partial least squares and random forests.» 2010, pp. 81-84.
    [Bibtex] 
    @CONFERENCE{Ramírez201081,
author={Ramírez, J. and Górriz, J.M. and Segovia, F. and Chaves, R. and Salas-Gonzalez, D. and López, M. and Álvarez, I. and Padilla, P.},
title={Early Alzheimer's disease diagnosis using partial least squares and random forests},
journal={2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010 - Proceedings},
year={2010},
pages={81-84},
doi={10.1109/ISBI.2010.5490408},
art_number={5490408},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77955179103&partnerID=40&md5=521c7eae1065b8bc2ea6d99f505d9489},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] I. A. Illán, J. M. Górriz, J. Ramírez, D. Salas-Gonzalez, M. López, F. Segovia, P. Padilla, and C. G. Puntonet, «Projecting independent components of spect images for computer aided diagnosis of alzheimer’s disease,» Pattern recognition letters, vol. 31, iss. 11, pp. 1342-1347, 2010.
    [Bibtex] 
    @ARTICLE{Illán20101342,
author={Illán, I.A. and Górriz, J.M. and Ramírez, J. and Salas-Gonzalez, D. and López, M. and Segovia, F. and Padilla, P. and Puntonet, C.G.},
title={Projecting independent components of SPECT images for computer aided diagnosis of Alzheimer's disease},
journal={Pattern Recognition Letters},
year={2010},
volume={31},
number={11},
pages={1342-1347},
doi={10.1016/j.patrec.2010.03.004},
note={cited By 28},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77953126992&partnerID=40&md5=4c6d1a0c992f62a503dc4e6d66ce29fc},
document_type={Article},
source={Scopus},
}
  • [DOI] P. Padilla, J. M. Górriz, J. Ramírez, E. W. Lang, R. Chaves, F. Segovia, M. López, D. Salas-González, and I. Álvarez, «Analysis of spect brain images for the diagnosis of alzheimer’s disease based on nmf for feature extraction,» Neuroscience letters, vol. 479, iss. 3, pp. 192-196, 2010.
    [Bibtex] 
    @ARTICLE{Padilla2010192,
author={Padilla, P. and Górriz, J.M. and Ramírez, J. and Lang, E.W. and Chaves, R. and Segovia, F. and López, M. and Salas-González, D. and Álvarez, I.},
title={Analysis of SPECT brain images for the diagnosis of Alzheimer's disease based on NMF for feature extraction},
journal={Neuroscience Letters},
year={2010},
volume={479},
number={3},
pages={192-196},
doi={10.1016/j.neulet.2010.05.047},
note={cited By 7},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77954219255&partnerID=40&md5=48b874ddce965000b4f8b95639c889cf},
document_type={Article},
source={Scopus},
}
  • [DOI] P. Padilla, J. -M. Górriz, J. Ramírez, E. Lang, R. Chaves, F. Segovia, I. Álvarez, D. Salas-González, and M. López, «Nmf-based analysis of spect brain images for the diagnosis of alzheimer’s disease,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 6076 LNAI, iss. PART 1, pp. 468-475, 2010.
    [Bibtex] 
    @ARTICLE{Padilla2010468,
author={Padilla, P. and Górriz, J.-M. and Ramírez, J. and Lang, E. and Chaves, R. and Segovia, F. and Álvarez, I. and Salas-González, D. and López, M.},
title={NMF-based analysis of SPECT brain images for the diagnosis of Alzheimer's disease},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2010},
volume={6076 LNAI},
number={PART 1},
pages={468-475},
doi={10.1007/978-3-642-13769-3_57},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77954582353&partnerID=40&md5=462d19ecfecd87ccb100a4c360221d67},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] R. Chaves, J. Ramírez, J. M. Górriz, M. López, D. Salas-Gonzalez, I. Illán, F. Segovia, and P. Padilla, «Effective diagnosis of alzheimer’s disease by means of association rules,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 6076 LNAI, iss. PART 1, pp. 452-459, 2010.
    [Bibtex] 
    @ARTICLE{Chaves2010452,
author={Chaves, R. and Ramírez, J. and Górriz, J.M. and López, M. and Salas-Gonzalez, D. and Illán, I. and Segovia, F. and Padilla, P.},
title={Effective diagnosis of Alzheimer's disease by means of association rules},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2010},
volume={6076 LNAI},
number={PART 1},
pages={452-459},
doi={10.1007/978-3-642-13769-3_55},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77954605634&partnerID=40&md5=abcd2330a52ee9ff1138c34e68d52106},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] I. A. Illán, J. M. Górriz, J. Ramírez, D. Salas-Gonzalez, M. López, P. Padilla, R. Chaves, F. Segovia, and C. G. Puntonet, «Exploring symmetry to assist alzheimer’s disease diagnosis,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 6076 LNAI, iss. PART 1, pp. 516-523, 2010.
    [Bibtex] 
    @ARTICLE{Illán2010516,
author={Illán, I.A. and Górriz, J.M. and Ramírez, J. and Salas-Gonzalez, D. and López, M. and Padilla, P. and Chaves, R. and Segovia, F. and Puntonet, C.G.},
title={Exploring symmetry to assist Alzheimer's disease diagnosis},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2010},
volume={6076 LNAI},
number={PART 1},
pages={516-523},
doi={10.1007/978-3-642-13769-3_63},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77954618478&partnerID=40&md5=515b4f7b55e7c616b3b691e14565b94d},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] F. Segovia, J. Ramírez, J. M. Górriz, R. Chaves, D. Salas-Gonzalez, M. López, I. Álvarez, P. Padilla, and C. G. Puntonet, «Partial least squares for feature extraction of spect images,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 6076 LNAI, iss. PART 1, pp. 476-483, 2010.
    [Bibtex] 
    @ARTICLE{Segovia2010476,
author={Segovia, F. and Ramírez, J. and Górriz, J.M. and Chaves, R. and Salas-Gonzalez, D. and López, M. and Álvarez, I. and Padilla, P. and Puntonet, C.G.},
title={Partial least squares for feature extraction of SPECT images},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2010},
volume={6076 LNAI},
number={PART 1},
pages={476-483},
doi={10.1007/978-3-642-13769-3_58},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77954603215&partnerID=40&md5=011910b7b2d309445ad4bfde0f8744cc},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, F. Segovia, R. Chaves, M. López, I. A. Illán, and P. Padilla, «Selecting regions of interest in spect images using wilcoxon test for the diagnosis of alzheimer’s disease,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 6076 LNAI, iss. PART 1, pp. 446-451, 2010.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez2010446,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and Segovia, F. and Chaves, R. and López, M. and Illán, I.A. and Padilla, P.},
title={Selecting regions of interest in SPECT images using wilcoxon test for the diagnosis of Alzheimer's disease},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2010},
volume={6076 LNAI},
number={PART 1},
pages={446-451},
doi={10.1007/978-3-642-13769-3_54},
note={cited By 9},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77954590215&partnerID=40&md5=982bf377f8194828302d324a10f592e4},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] P. Padilla, J. M. Górriz, J. Ramírez, R. Chaves, F. Segovia, I. Alvarez, D. Salas-González, M. López, and C. G. Puntonet, «Erratum: alzheimer’s disease detection in functional images using 2d gabor wavelet analysis (electronics letters (2010) 46:8 (556-558)),» Electronics letters, vol. 46, iss. 14, p. 1038, 2010.
    [Bibtex] 
    @ARTICLE{Padilla20101038,
author={Padilla, P. and Górriz, J.M. and Ramírez, J. and Chaves, R. and Segovia, F. and Alvarez, I. and Salas-González, D. and López, M. and Puntonet, C.G.},
title={Erratum: Alzheimer's disease detection in functional images using 2D Gabor wavelet analysis (Electronics Letters (2010) 46:8 (556-558))},
journal={Electronics Letters},
year={2010},
volume={46},
number={14},
pages={1038},
doi={10.1049/el.2010.9081},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77954601216&partnerID=40&md5=6cc5e18f016c903f95a12c113138a14d},
document_type={Erratum},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, M. López, I. Álvarez, F. Segovia, R. Chaves, and C. G. Puntonet, «Computer-aided diagnosis of alzheimer’s disease using support vector machines and classification trees,» Physics in medicine and biology, vol. 55, iss. 10, pp. 2807-2817, 2010.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez20102807,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and López, M. and Álvarez, I. and Segovia, F. and Chaves, R. and Puntonet, C.G.},
title={Computer-aided diagnosis of Alzheimer's disease using support vector machines and classification trees},
journal={Physics in Medicine and Biology},
year={2010},
volume={55},
number={10},
pages={2807-2817},
doi={10.1088/0031-9155/55/10/002},
note={cited By 21},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77951852947&partnerID=40&md5=50495df6fe11e6d12714636beeca7742},
document_type={Article},
source={Scopus},
}
  • [DOI] P. Padilla, J. M. Górriz, J. Ramírez, R. Chaves, F. Segovia, I. Alvarez, D. Salas-González, M. López, and C. G. Puntonet, «Alzheimer’s disease detection in functional images using 2d gabor wavelet analysis,» Electronics letters, vol. 46, iss. 8, pp. 556-558, 2010.
    [Bibtex] 
    @ARTICLE{Padilla2010556,
author={Padilla, P. and Górriz, J.M. and Ramírez, J. and Chaves, R. and Segovia, F. and Alvarez, I. and Salas-González, D. and López, M. and Puntonet, C.G.},
title={Alzheimer's disease detection in functional images using 2D Gabor wavelet analysis},
journal={Electronics Letters},
year={2010},
volume={46},
number={8},
pages={556-558},
doi={10.1049/el.2010.0219},
note={cited By 3},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77951191045&partnerID=40&md5=2988c7b79b61d19876afcf67e89352c4},
document_type={Article},
source={Scopus},
}
  • [DOI] F. Segovia, J. M. Górriz, J. Ramírez, D. Salas-González, I. Álvarez, M. López, R. Chaves, and P. Padilla, «Classification of functional brain images using a gmm-based multi-variate approach,» Neuroscience letters, vol. 474, iss. 1, pp. 58-62, 2010.
    [Bibtex] 
    @ARTICLE{Segovia201058,
author={Segovia, F. and Górriz, J.M. and Ramírez, J. and Salas-González, D. and Álvarez, I. and López, M. and Chaves, R. and Padilla, P.},
title={Classification of functional brain images using a GMM-based multi-variate approach},
journal={Neuroscience Letters},
year={2010},
volume={474},
number={1},
pages={58-62},
doi={10.1016/j.neulet.2010.03.010},
note={cited By 19},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77951025097&partnerID=40&md5=e0237d7ce8644c4682efa1aaee68f0ef},
document_type={Article},
source={Scopus},
}
  • [DOI] J. Ramírez, J. M. Górriz, F. Segovia, R. Chaves, D. Salas-Gonzalez, M. López, I. Álvarez, and P. Padilla, «Computer aided diagnosis system for the alzheimer’s disease based on partial least squares and random forest spect image classification,» Neuroscience letters, vol. 472, iss. 2, pp. 99-103, 2010.
    [Bibtex] 
    @ARTICLE{Ramírez201099,
author={Ramírez, J. and Górriz, J.M. and Segovia, F. and Chaves, R. and Salas-Gonzalez, D. and López, M. and Álvarez, I. and Padilla, P.},
title={Computer aided diagnosis system for the Alzheimer's disease based on partial least squares and random forest SPECT image classification},
journal={Neuroscience Letters},
year={2010},
volume={472},
number={2},
pages={99-103},
doi={10.1016/j.neulet.2010.01.056},
note={cited By 43},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77349123492&partnerID=40&md5=a1c030e0ad68e3044db6f1a624ad90e5},
document_type={Article},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, E. E. Kuruoglu, and D. P. Ruiz, «Modelling with mixture of symmetric stable distributions using gibbs sampling,» Signal processing, vol. 90, iss. 3, pp. 774-783, 2010.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez2010774,
author={Salas-Gonzalez, D. and Kuruoglu, E.E. and Ruiz, D.P.},
title={Modelling with mixture of symmetric stable distributions using Gibbs sampling},
journal={Signal Processing},
year={2010},
volume={90},
number={3},
pages={774-783},
doi={10.1016/j.sigpro.2009.07.003},
note={cited By 23},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-70449519399&partnerID=40&md5=99a293bc4eabb7f0f4eda2fa78ee21cd},
document_type={Article},
source={Scopus},
}
  • [DOI] J. Ramírez, R. Chaves, J. M. Górriz, M. López, I. Álvarez, D. Salas-Gonzalez, F. Segovia, and P. Padilla, «Computer aided diagnosis of the alzheimer’s disease combining spect-based feature selection and random forest classifiers.» 2009, pp. 2738-2742.
    [Bibtex] 
    @CONFERENCE{Ramírez20092738,
author={Ramírez, J. and Chaves, R. and Górriz, J.M. and López, M. and Álvarez, I. and Salas-Gonzalez, D. and Segovia, F. and Padilla, P.},
title={Computer aided diagnosis of the Alzheimer's disease combining SPECT-based feature selection and random forest classifiers},
journal={IEEE Nuclear Science Symposium Conference Record},
year={2009},
pages={2738-2742},
doi={10.1109/NSSMIC.2009.5401968},
art_number={5401968},
note={cited By 7},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77951153005&partnerID=40&md5=2613a6e82a1701ba9de91a2c80e54eb3},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] F. Segovia, J. M. Górriz, J. Ramírez, D. Salas-González, I. A. Illán, M. López, R. Chaves, P. Padilla, and C. G. Puntonet, «Automatic selection of rois using a model-based clustering approach.» 2009, pp. 3194-3198.
    [Bibtex] 
    @CONFERENCE{Segovia20093194,
author={Segovia, F. and Górriz, J.M. and Ramírez, J. and Salas-González, D. and Illán, I.A. and López, M. and Chaves, R. and Padilla, P. and Puntonet, C.G.},
title={Automatic selection of ROIs using a model-based clustering approach},
journal={IEEE Nuclear Science Symposium Conference Record},
year={2009},
pages={3194-3198},
doi={10.1109/NSSMIC.2009.5401704},
art_number={5401704},
note={cited By 3},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77951158191&partnerID=40&md5=262a8b08f2733fe09fb5765ebb693031},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] F. Segovia, J. M. Górriz, J. Ramírez, D. Salas-González, I. A. Illán, M. López, R. Chaves, C. G. Puntonet, E. W. Lang, and I. R. Keck, «Fmri data analysis using a novel clustering technique.» 2009, pp. 3399-3403.
    [Bibtex] 
    @CONFERENCE{Segovia20093399,
author={Segovia, F. and Górriz, J.M. and Ramírez, J. and Salas-González, D. and Illán, I.A. and López, M. and Chaves, R. and Puntonet, C.G. and Lang, E.W. and Keck, I.R.},
title={fMRI data analysis using a novel clustering technique},
journal={IEEE Nuclear Science Symposium Conference Record},
year={2009},
pages={3399-3403},
doi={10.1109/NSSMIC.2009.5401767},
art_number={5401767},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77951169387&partnerID=40&md5=96c2f828ec92cc7c043cba415f72cfe4},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] M. López, J. Ramírez, J. M. Górriz, D. Salas-Gonzalez, I. Álvarez, F. Segovia, and R. Chaves, «Neurological image classification for the alzheimer’s disease diagnosis using kernel pca and support vector machines.» 2009, pp. 2486-2489.
    [Bibtex] 
    @CONFERENCE{López20092486,
author={López, M. and Ramírez, J. and Górriz, J.M. and Salas-Gonzalez, D. and Álvarez, I. and Segovia, F. and Chaves, R.},
title={Neurological image classification for the alzheimer's disease diagnosis using kernel PCA and support vector machines},
journal={IEEE Nuclear Science Symposium Conference Record},
year={2009},
pages={2486-2489},
doi={10.1109/NSSMIC.2009.5402069},
art_number={5402069},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77951194580&partnerID=40&md5=0a7a1c9eae643521b98f0cfe1eb03ac7},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] R. Chaves, J. Ramírez, J. M. Górriz, M. López, I. Álvarez, D. Salas-Gonzalez, F. Segovia, and P. Padilla, «Spect image classification based on nmse feature correlation weighting and svm.» 2009, pp. 2715-2719.
    [Bibtex] 
    @CONFERENCE{Chaves20092715,
author={Chaves, R. and Ramírez, J. and Górriz, J.M. and López, M. and Álvarez, I. and Salas-Gonzalez, D. and Segovia, F. and Padilla, P.},
title={SPECT image classification based on NMSE feature correlation weighting and SVM},
journal={IEEE Nuclear Science Symposium Conference Record},
year={2009},
pages={2715-2719},
doi={10.1109/NSSMIC.2009.5401973},
art_number={5401973},
note={cited By 4},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77951146219&partnerID=40&md5=5a547753a9ce544e5b329f8a7b530872},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] M. López, J. Ramírez, J. M. Górriz, D. Salas-Gonzalez, I. Álvarez, F. Segovia, and R. Chaves, «Multivariate approaches for alzheimer’s disease diagnosis using bayesian classifiers.» 2009, pp. 3190-3193.
    [Bibtex] 
    @CONFERENCE{López20093190,
author={López, M. and Ramírez, J. and Górriz, J.M. and Salas-Gonzalez, D. and Álvarez, I. and Segovia, F. and Chaves, R.},
title={Multivariate approaches for Alzheimer's disease diagnosis using Bayesian classifiers},
journal={IEEE Nuclear Science Symposium Conference Record},
year={2009},
pages={3190-3193},
doi={10.1109/NSSMIC.2009.5401703},
art_number={5401703},
note={cited By 4},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77951183001&partnerID=40&md5=07d75852c31f16235a02ea922e47126e},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] J. Ramírez, R. Chaves, J. M. Górriz, I. Álvarez, M. López, D. Salas-Gonzalez, and F. Segovia, «Functional brain image classification techniques for early alzheimer disease diagnosis,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 5602 LNCS, iss. PART 2, pp. 150-157, 2009.
    [Bibtex] 
    @ARTICLE{Ramírez2009150,
author={Ramírez, J. and Chaves, R. and Górriz, J.M. and Álvarez, I. and López, M. and Salas-Gonzalez, D. and Segovia, F.},
title={Functional brain image classification techniques for early alzheimer disease diagnosis},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2009},
volume={5602 LNCS},
number={PART 2},
pages={150-157},
doi={10.1007/978-3-642-02267-8_17},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-70350668865&partnerID=40&md5=e2407120bd095828c88948bacf37e33f},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] M. López, J. Ramírez, J. M. Górriz, I. Álvarez, D. Salas-Gonzalez, F. Segovia, and M. Gómez-Río, «Support vector machines and neural networks for the alzheimer’s disease diagnosis using pca,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 5602 LNCS, iss. PART 2, pp. 142-149, 2009.
    [Bibtex] 
    @ARTICLE{López2009142,
author={López, M. and Ramírez, J. and Górriz, J.M. and Álvarez, I. and Salas-Gonzalez, D. and Segovia, F. and Gómez-Río, M.},
title={Support vector machines and neural networks for the alzheimer's disease diagnosis using PCA},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2009},
volume={5602 LNCS},
number={PART 2},
pages={142-149},
doi={10.1007/978-3-642-02267-8_16},
note={cited By 4},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-70350640671&partnerID=40&md5=aa435fcd9cd23ab0f3ba26c2adc545c9},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] J. M. Górriz, J. Ramírez, A. Lassl, I. Álvarez, F. Segovia, D. Salas, and M. López, «Classification of spect images using clustering techniques revisited,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 5602 LNCS, iss. PART 2, pp. 168-178, 2009.
    [Bibtex] 
    @ARTICLE{Górriz2009168,
author={Górriz, J.M. and Ramírez, J. and Lassl, A. and Álvarez, I. and Segovia, F. and Salas, D. and López, M.},
title={Classification of SPECT images using clustering techniques revisited},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2009},
volume={5602 LNCS},
number={PART 2},
pages={168-178},
doi={10.1007/978-3-642-02267-8_19},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-70350672647&partnerID=40&md5=31ba2024686d488d843ecf0c24afbdb0},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, M. López, I. Álvarez, F. Segovia, and C. G. Puntonet, «Analysis of brain spect images for the diagnosis of alzheimer disease using first and second order moments,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 5602 LNCS, iss. PART 2, pp. 124-133, 2009.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez2009124,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and López, M. and Álvarez, I. and Segovia, F. and Puntonet, C.G.},
title={Analysis of brain SPECT images for the diagnosis of alzheimer disease using first and second order moments},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2009},
volume={5602 LNCS},
number={PART 2},
pages={124-133},
doi={10.1007/978-3-642-02267-8_14},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-70350674878&partnerID=40&md5=8ba8ffdf36f3785b540f8ad8b4b5888c},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] M. M. López, J. Ramírez, J. M. Górriz, I. Álvarez, D. Salas-Gonzalez, F. Segovia, and R. Chaves, «Svm-based cad system for early detection of the alzheimer’s disease using kernel pca and lda,» Neuroscience letters, vol. 464, iss. 3, pp. 233-238, 2009.
    [Bibtex] 
    @ARTICLE{López2009233,
author={López, M.M. and Ramírez, J. and Górriz, J.M. and Álvarez, I. and Salas-Gonzalez, D. and Segovia, F. and Chaves, R.},
title={SVM-based CAD system for early detection of the Alzheimer's disease using kernel PCA and LDA},
journal={Neuroscience Letters},
year={2009},
volume={464},
number={3},
pages={233-238},
doi={10.1016/j.neulet.2009.08.061},
note={cited By 51},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-70149085597&partnerID=40&md5=f1da1b0e9579178a54635ca27f43635d},
document_type={Article},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, M. López, I. Álvarez, F. Segovia, and C. G. Puntonet, «Computer aided diagnosis of alzheimer disease using support vector machines and classification trees,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 5507 LNCS, iss. PART 2, pp. 418-425, 2009.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez2009418,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and López, M. and Álvarez, I. and Segovia, F. and Puntonet, C.G.},
title={Computer aided diagnosis of alzheimer disease using support vector machines and classification trees},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2009},
volume={5507 LNCS},
number={PART 2},
pages={418-425},
doi={10.1007/978-3-642-03040-6_51},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-70349146232&partnerID=40&md5=7c1d19a3384d5f8c07c9c2d3d85965f0},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] J. Ramírez, J. M. Górriz, M. López, D. Salas-Gonzalez, I. Álvarez, F. Segovia, and C. G. Puntonet, «Early detection of the alzheimer disease combining feature selection and kernel machines,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 5507 LNCS, iss. PART 2, pp. 410-417, 2009.
    [Bibtex] 
    @ARTICLE{Ramírez2009410,
author={Ramírez, J. and Górriz, J.M. and López, M. and Salas-Gonzalez, D. and Álvarez, I. and Segovia, F. and Puntonet, C.G.},
title={Early detection of the alzheimer disease combining feature selection and kernel machines},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2009},
volume={5507 LNCS},
number={PART 2},
pages={410-417},
doi={10.1007/978-3-642-03040-6_50},
note={cited By 5},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-70349095910&partnerID=40&md5=5b9008f8e661c8acbb213a84bc997d10},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] I. Álvarez, M. López, J. M. Górriz, J. Ramírez, D. Salas-Gonzalez, C. G. Puntonet, and F. Segovia, «Automatic classification system for the diagnosis of alzheimer disease using component-based svm aggregations,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 5507 LNCS, iss. PART 2, pp. 402-409, 2009.
    [Bibtex] 
    @ARTICLE{Álvarez2009402,
author={Álvarez, I. and López, M. and Górriz, J.M. and Ramírez, J. and Salas-Gonzalez, D. and Puntonet, C.G. and Segovia, F.},
title={Automatic classification system for the diagnosis of Alzheimer disease using component-based SVM aggregations},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2009},
volume={5507 LNCS},
number={PART 2},
pages={402-409},
doi={10.1007/978-3-642-03040-6_49},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-70349094471&partnerID=40&md5=72a2dfa75f4882229407145fba41765c},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] R. Chaves, J. Ramírez, J. M. Górriz, M. López, D. Salas-Gonzalez, I. Álvarez, and F. Segovia, «Svm-based computer-aided diagnosis of the alzheimer’s disease using t-test nmse feature selection with feature correlation weighting,» Neuroscience letters, vol. 461, iss. 3, pp. 293-297, 2009.
    [Bibtex] 
    @ARTICLE{Chaves2009293,
author={Chaves, R. and Ramírez, J. and Górriz, J.M. and López, M. and Salas-Gonzalez, D. and Álvarez, I. and Segovia, F.},
title={SVM-based computer-aided diagnosis of the Alzheimer's disease using t-test NMSE feature selection with feature correlation weighting},
journal={Neuroscience Letters},
year={2009},
volume={461},
number={3},
pages={293-297},
doi={10.1016/j.neulet.2009.06.052},
note={cited By 62},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-67649982863&partnerID=40&md5=0f3b901a5e05a6629f6ac5473479d94a},
document_type={Article},
source={Scopus},
}
  • [DOI] J. Ramírez, R. Chaves, J. M. Górriz, I. Álvarez, D. Salas-Gonzalez, M. López, and F. Segovia, «Effective detection of the alzheimer disease by means of coronal nmse svm feature classification,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 5552 LNCS, iss. PART 2, pp. 337-344, 2009.
    [Bibtex] 
    @ARTICLE{Ramírez2009337,
author={Ramírez, J. and Chaves, R. and Górriz, J.M. and Álvarez, I. and Salas-Gonzalez, D. and López, M. and Segovia, F.},
title={Effective detection of the alzheimer disease by means of coronal NMSE SVM feature classification},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2009},
volume={5552 LNCS},
number={PART 2},
pages={337-344},
doi={10.1007/978-3-642-01510-6_39},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-67649899651&partnerID=40&md5=7681fcecfc2c97c5f895721d30782342},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, I. Álvarez, M. López, F. Segovia, and C. G. Puntonet, «Selecting regions of interest for the diagnosis of alzheimer using brain spect images,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 5553 LNCS, iss. PART 3, pp. 399-406, 2009.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez2009399,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and Álvarez, I. and López, M. and Segovia, F. and Puntonet, C.G.},
title={Selecting regions of interest for the diagnosis of alzheimer using brain SPECT images},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2009},
volume={5553 LNCS},
number={PART 3},
pages={399-406},
doi={10.1007/978-3-642-01513-7_43},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-69849104260&partnerID=40&md5=e0dadf173cf988f43e859ac639d74da0},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, M. López, I. A. Illan, F. Segovia, C. G. Puntonet, and M. Gómez-Río, «Analysis of spect brain images for the diagnosis of alzheimer’s disease using moments and support vector machines,» Neuroscience letters, vol. 461, iss. 1, pp. 60-64, 2009.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez200960,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and López, M. and Illan, I.A. and Segovia, F. and Puntonet, C.G. and Gómez-Río, M.},
title={Analysis of SPECT brain images for the diagnosis of Alzheimer's disease using moments and support vector machines},
journal={Neuroscience Letters},
year={2009},
volume={461},
number={1},
pages={60-64},
doi={10.1016/j.neulet.2009.05.056},
note={cited By 26},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-67649518003&partnerID=40&md5=8c81c80095b2fb9ceafb46b81cb52b0e},
document_type={Article},
source={Scopus},
}
  • [DOI] J. M. Górriz, A. Lassl, J. Ramírez, D. Salas-Gonzalez, C. G. Puntonet, and E. W. Lang, «Automatic selection of rois in functional imaging using gaussian mixture models,» Neuroscience letters, vol. 460, iss. 2, pp. 108-111, 2009.
    [Bibtex] 
    @ARTICLE{Górriz2009108,
author={Górriz, J.M. and Lassl, A. and Ramírez, J. and Salas-Gonzalez, D. and Puntonet, C.G. and Lang, E.W.},
title={Automatic selection of ROIs in functional imaging using Gaussian mixture models},
journal={Neuroscience Letters},
year={2009},
volume={460},
number={2},
pages={108-111},
doi={10.1016/j.neulet.2009.05.039},
note={cited By 25},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-67349153375&partnerID=40&md5=0b4901f9b208d4e9159d85864dc33141},
document_type={Article},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, M. López, I. Álvarez, F. Segovia, and C. G. Puntonet, «Selecting regions of interest for the diagnosis of alzheimer’s disease in brain spect images using welch’s t-test,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 5517 LNCS, iss. PART 1, pp. 965-972, 2009.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez2009965,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and López, M. and Álvarez, I. and Segovia, F. and Puntonet, C.G.},
title={Selecting regions of interest for the diagnosis of alzheimer's disease in brain SPECT images using welch's t-test},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2009},
volume={5517 LNCS},
number={PART 1},
pages={965-972},
doi={10.1007/978-3-642-02478-8_121},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-68749118735&partnerID=40&md5=24edb5704533b8383fc43202d2d83654},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] M. López, J. Ramírez, J. M. Górriz, I. Álvarez, D. Salas-Gonzalez, F. Segovia, and C. G. Puntonet, «Automatic system for alzheimer’s disease diagnosis using eigenbrains and bayesian classification rules,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 5517 LNCS, iss. PART 1, pp. 949-956, 2009.
    [Bibtex] 
    @ARTICLE{López2009949,
author={López, M. and Ramírez, J. and Górriz, J.M. and Álvarez, I. and Salas-Gonzalez, D. and Segovia, F. and Puntonet, C.G.},
title={Automatic system for alzheimer's disease diagnosis using eigenbrains and bayesian classification rules},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2009},
volume={5517 LNCS},
number={PART 1},
pages={949-956},
doi={10.1007/978-3-642-02478-8_119},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-68749104990&partnerID=40&md5=b21d854817bc9b90ed599bfc2ef0c616},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] I. Álvarez, J. M. Górriz, J. Ramírez, D. Salas-Gonzalez, M. López, F. Segovia, C. G. Puntonet, and B. Prieto, «Alzheimer’s diagnosis using eigenbrains and support vector machines,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 5517 LNCS, iss. PART 1, pp. 973-980, 2009.
    [Bibtex] 
    @ARTICLE{Álvarez2009973,
author={Álvarez, I. and Górriz, J.M. and Ramírez, J. and Salas-Gonzalez, D. and López, M. and Segovia, F. and Puntonet, C.G. and Prieto, B.},
title={Alzheimer's diagnosis using eigenbrains and support vector machines},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2009},
volume={5517 LNCS},
number={PART 1},
pages={973-980},
doi={10.1007/978-3-642-02478-8_122},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-68749090139&partnerID=40&md5=a4c6b295bab68eda60ef43013725a652},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] J. Ramírez, R. Chaves, J. M. Górriz, M. López, D. Salas-Gonzalez, I. Álvarez, and F. Segovia, «Spect image classification techniques for computer aided diagnosis of the alzheimer disease,» Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 5517 LNCS, iss. PART 1, pp. 941-948, 2009.
    [Bibtex] 
    @ARTICLE{Ramírez2009941,
author={Ramírez, J. and Chaves, R. and Górriz, J.M. and López, M. and Salas-Gonzalez, D. and Álvarez, I. and Segovia, F.},
title={SPECT image classification techniques for computer aided diagnosis of the alzheimer disease},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2009},
volume={5517 LNCS},
number={PART 1},
pages={941-948},
doi={10.1007/978-3-642-02478-8_118},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-68749111845&partnerID=40&md5=26876e5f84ef90009275e8fc5bbda831},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, E. E. Kuruoglu, and D. P. Ruiz, «Modelling and assessing differential gene expression using the alpha stable distribution,» International journal of biostatistics, vol. 5, iss. 1, 2009.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez2009,
author={Salas-Gonzalez, D. and Kuruoglu, E.E. and Ruiz, D.P.},
title={Modelling and assessing differential gene expression using the alpha stable distribution},
journal={International Journal of Biostatistics},
year={2009},
volume={5},
number={1},
doi={10.2202/1557-4679.1120},
art_number={16},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-67650970437&partnerID=40&md5=bd17fe2a53196d900db4d50a76aebe58},
document_type={Article},
source={Scopus},
}
  • [DOI] J. Ramírez, J. M. Górriz, R. Chaves, M. López, D. Salas-Gonzalez, I. Álvarez, and F. Segovia, «Spect image classification using random forests,» Electronics letters, vol. 45, iss. 12, pp. 604-605, 2009.
    [Bibtex] 
    @ARTICLE{Ramírez2009604,
author={Ramírez, J. and Górriz, J.M. and Chaves, R. and López, M. and Salas-Gonzalez, D. and Álvarez, I. and Segovia, F.},
title={SPECT image classification using random forests},
journal={Electronics Letters},
year={2009},
volume={45},
number={12},
pages={604-605},
doi={10.1049/el.2009.1111},
note={cited By 22},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-67149116624&partnerID=40&md5=0747feed21be042e38c9a7d53e082428},
document_type={Article},
source={Scopus},
}
  • [DOI] M. López, J. Ramírez, J. M. Górriz, D. Salas-Gonzalez, I. Álvarez, F. Segovia, and C. G. Puntonet, «Automatic tool for alzheimer’s disease diagnosis using pca and bayesian classification rules,» Electronics letters, vol. 45, iss. 8, pp. 389-391, 2009.
    [Bibtex] 
    @ARTICLE{López2009389,
author={López, M. and Ramírez, J. and Górriz, J.M. and Salas-Gonzalez, D. and Álvarez, I. and Segovia, F. and Puntonet, C.G.},
title={Automatic tool for Alzheimer's disease diagnosis using PCA and Bayesian classification rules},
journal={Electronics Letters},
year={2009},
volume={45},
number={8},
pages={389-391},
doi={10.1049/el.2009.0176},
note={cited By 53},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-64549164142&partnerID=40&md5=32e8d6041bd2479d5e193ffcf7c951c8},
document_type={Article},
source={Scopus},
}
  • [DOI] I. Álvarez, J. M. Górriz, J. Ramírez, D. Salas-Gonzalez, M. López, C. G. Puntonet, and F. Segovia, «Alzheimer’s diagnosis using eigenbrains and support vector machines,» Electronics letters, vol. 45, iss. 7, pp. 342-343, 2009.
    [Bibtex] 
    @ARTICLE{Álvarez2009342,
author={Álvarez, I. and Górriz, J.M. and Ramírez, J. and Salas-Gonzalez, D. and López, M. and Puntonet, C.G. and Segovia, F.},
title={Alzheimer's diagnosis using eigenbrains and support vector machines},
journal={Electronics Letters},
year={2009},
volume={45},
number={7},
pages={342-343},
doi={10.1049/el.2009.3415},
note={cited By 36},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-63349107590&partnerID=40&md5=6679bf6c61b6b816fe1f4d5c1c5140cf},
document_type={Article},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, E. E. Kuruoglu, and D. P. Ruiz, «A heavy-tailed empirical bayes method for replicated microarray data,» Computational statistics and data analysis, vol. 53, iss. 5, pp. 1535-1546, 2009.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez20091535,
author={Salas-Gonzalez, D. and Kuruoglu, E.E. and Ruiz, D.P.},
title={A heavy-tailed empirical Bayes method for replicated microarray data},
journal={Computational Statistics and Data Analysis},
year={2009},
volume={53},
number={5},
pages={1535-1546},
doi={10.1016/j.csda.2008.08.008},
note={cited By 7},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-60349104494&partnerID=40&md5=fc53a3cdae2853f205d4d325c1ebc66c},
document_type={Article},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, E. E. Kuruoglu, and D. P. Ruiz, «Finite mixture of α-stable distributions,» Digital signal processing: a review journal, vol. 19, iss. 2, pp. 250-264, 2009.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez2009250,
author={Salas-Gonzalez, D. and Kuruoglu, E.E. and Ruiz, D.P.},
title={Finite mixture of α-stable distributions},
journal={Digital Signal Processing: A Review Journal},
year={2009},
volume={19},
number={2},
pages={250-264},
doi={10.1016/j.dsp.2007.11.004},
note={cited By 25},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-58549094349&partnerID=40&md5=62c7dab02720411a7369cb6c7490857c},
document_type={Article},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, I. Álvarez, M. López, F. Segovia, and M. Gómez-Río, «Skewness as feature for the diagnosis of alzheimer’s disease using spect images.» 2009, pp. 837-840.
    [Bibtex] 
    @CONFERENCE{Salas-Gonzalez2009837,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and Álvarez, I. and López, M. and Segovia, F. and Gómez-Río, M.},
title={Skewness as feature for the diagnosis of Alzheimer's disease using spect images},
journal={Proceedings - International Conference on Image Processing, ICIP},
year={2009},
pages={837-840},
doi={10.1109/ICIP.2009.5414369},
art_number={5414369},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77951960825&partnerID=40&md5=4ce833e0145886037a5e32d15e3e2265},
document_type={Conference Paper},
source={Scopus},
}
  • I. Álvarez, J. M. Górriz, J. Ramírez, D. Salas-Gonzalez, M. López, C. G. Puntonet, and F. Segovia, «Independent component analysis of spect images to assist the alzheimer’s disease diagnosis,» Advances in intelligent and soft computing, vol. 56, pp. 411-419, 2009.
    [Bibtex] 
    @ARTICLE{Álvarez2009411,
author={Álvarez, I. and Górriz, J.M. and Ramírez, J. and Salas-Gonzalez, D. and López, M. and Puntonet, C.G. and Segovia, F.},
title={Independent component analysis of SPECT images to assist the Alzheimer’s disease diagnosis},
journal={Advances in Intelligent and Soft Computing},
year={2009},
volume={56},
pages={411-419},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84922887171&partnerID=40&md5=ba014d3ac9f3ca58305a4c83b6f784cb},
document_type={Conference Paper},
source={Scopus},
}
  • M. López, J. Ramírez, J. M. Górriz, I. Álvarez, D. Salas-Gonzalez, F. Segovia, and C. G. Puntonet, «Computer aided diagnosis of alzheimer’s disease using principal component analysis and bayesian classifiers,» Advances in intelligent and soft computing, vol. 56, pp. 213-221, 2009.
    [Bibtex] 
    @ARTICLE{López2009213,
author={López, M. and Ramírez, J. and Górriz, J.M. and Álvarez, I. and Salas-Gonzalez, D. and Segovia, F. and Puntonet, C.G.},
title={Computer aided diagnosis of Alzheimer’s disease using principal component analysis and bayesian classifiers},
journal={Advances in Intelligent and Soft Computing},
year={2009},
volume={56},
pages={213-221},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77951175844&partnerID=40&md5=14ca80e7326140799637b7eb4cd0ca5f},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] J. M. Górriz, J. Ramírez, A. Lassl, D. Salas-Gonzalez, E. W. Lang, C. G. Puntonet, I. Álvarez, M. López, and M. Gómez-Río, «Automatic computer aided diagnosis tool using component-based svm.» 2008, pp. 4392-4395.
    [Bibtex] 
    @CONFERENCE{Górriz20084392,
author={Górriz, J.M. and Ramírez, J. and Lassl, A. and Salas-Gonzalez, D. and Lang, E.W. and Puntonet, C.G. and Álvarez, I. and López, M. and Gómez-Río, M.},
title={Automatic computer aided diagnosis tool using component-based SVM},
journal={IEEE Nuclear Science Symposium Conference Record},
year={2008},
pages={4392-4395},
doi={10.1109/NSSMIC.2008.4774255},
art_number={4774255},
note={cited By 25},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-67349160524&partnerID=40&md5=a102641ad09464620ca732ee51f6334e},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, A. Lassl, C. G. Puntonet, E. W. Lang, and M. Gómez-Río, «A comparison of nonlinear least-square optimization methods in affine registration of spect images.» 2008, pp. 4396-4398.
    [Bibtex] 
    @CONFERENCE{Salas-Gonzalez20084396,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and Lassl, A. and Puntonet, C.G. and Lang, E.W. and Gómez-Río, M.},
title={A comparison of nonlinear least-square optimization methods in affine registration of SPECT images},
journal={IEEE Nuclear Science Symposium Conference Record},
year={2008},
pages={4396-4398},
doi={10.1109/NSSMIC.2008.4774256},
art_number={4774256},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-67649209754&partnerID=40&md5=803798c9ca8e6f311ca8c590323e22a5},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] A. Lassl, J. M. Górriz, J. Ramírez, D. Salas-Gonzalez, C. G. Puntonet, and E. W. Lang, «Clustering approach for the classificarion of spect images.» 2008, pp. 5345-5348.
    [Bibtex] 
    @CONFERENCE{Lassl20085345,
author={Lassl, A. and Górriz, J.M. and Ramírez, J. and Salas-Gonzalez, D. and Puntonet, C.G. and Lang, E.W.},
title={Clustering approach for the classificarion of SPECT images},
journal={IEEE Nuclear Science Symposium Conference Record},
year={2008},
pages={5345-5348},
doi={10.1109/NSSMIC.2008.4774440},
art_number={4774440},
note={cited By 4},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-67649200884&partnerID=40&md5=0f7c5d3ee6dcca50943752e75171afd3},
document_type={Conference Paper},
source={Scopus},
}
  • [DOI] D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, A. Lass, and C. G. Puntonet, «Improved gauss-newton optimisation methods in affine registration of spect brain images,» Electronics letters, vol. 44, iss. 22, pp. 1291-1292, 2008.
    [Bibtex] 
    @ARTICLE{Salas-Gonzalez20081291,
author={Salas-Gonzalez, D. and Górriz, J.M. and Ramírez, J. and Lass, A. and Puntonet, C.G.},
title={Improved Gauss-Newton optimisation methods in affine registration of SPECT brain images},
journal={Electronics Letters},
year={2008},
volume={44},
number={22},
pages={1291-1292},
doi={10.1049/el:20081838},
note={cited By 59},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-54849410492&partnerID=40&md5=275fef0876a16fa221e455590b6f7715},
document_type={Article},
source={Scopus},
}
  • [DOI] E. E. Kuruoglu, D. Salas, and D. P. Ruiz, «Microarray gene expression and stable laws [gen i̇fadesi mikrodizileri ve kararli daǧilimlar].» 2007.
    [Bibtex] 
    @CONFERENCE{Kuruoglu2007,
author={Kuruoglu, E.E. and Salas, D. and Ruiz, D.P.},
title={Microarray gene expression and stable laws [Gen i̇fadesi mikrodizileri ve kararli daǧilimlar]},
journal={2007 IEEE 15th Signal Processing and Communications Applications, SIU},
year={2007},
doi={10.1109/SIU.2007.4298832},
art_number={4298832},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-50249124528&partnerID=40&md5=3955a906ef12fa56ac571893a3463b9c},
document_type={Conference Paper},
source={Scopus},
}
  • D. Salas-González, E. E. Kuruoglu, and D. P. Ruiz, «Bayesian estimation of mixtures of skewed alpha stable distributions with an unknown number of components.» 2006.
    [Bibtex] 
    @CONFERENCE{Salas-González2006,
author={Salas-González, D. and Kuruoglu, E.E. and Ruiz, D.P.},
title={Bayesian estimation of mixtures of skewed alpha stable distributions with an unknown number of components},
journal={European Signal Processing Conference},
year={2006},
page_count={5},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84862627314&partnerID=40&md5=8ca10363a5086342461616c9f6322792},
document_type={Conference Paper},
source={Scopus},
}
  • D. Salas-González, E. E. Kuruoglu, and D. P. Ruiz, «Estimation of mixtures of symmetric alpha stable distributions with an unknown number of components.» 2006, p. V545-V548.
    [Bibtex] 
    @CONFERENCE{Salas-González2006V545,
author={Salas-González, D. and Kuruoglu, E.E. and Ruiz, D.P.},
title={Estimation of mixtures of symmetric alpha stable distributions with an unknown number of components},
journal={ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings},
year={2006},
volume={5},
pages={V545-V548},
art_number={1661333},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-33947653812&partnerID=40&md5=8d2e865f1885bff4f74fea2b34648c65},
document_type={Conference Paper},
source={Scopus},
}
  • D. Salas-González and D. P. Ruiz, «Estudio de los valores del campo magnético originado por la red eléctrica en entornos urbanos de la ciudad de málaga.» 2003.
    [Bibtex] 
    @conference{Salas-Gonzalez2003-BF,
author={Salas-González, D. and Ruiz, D.P.},
title={Estudio de los valores del campo magnético originado por la red eléctrica en entornos urbanos de la ciudad de Málaga},
journal={XXIX Reunión Bienal de la Real Sociedad Española de Física. Madrid, España.},
year={2003},
document_type={Conference Paper},
source={dsalas},
}
  • F. Segovia, J. M. Górriz, J. Ramírez, D. Salas-González, I. Álvarez, M. López, and G. C. Puntonet, «Tool for study and classification of medical images.» 2009.
    [Bibtex] 
    @conference{Segovia-F-IADAT-2009,
author={F. Segovia and J. M. Górriz and J. Ramírez and D. Salas-González and I. Álvarez and M. López and G. C. Puntonet},
title={Tool for study and classification of medical images},
journal={5th International Conference on Education, Bilbao (Spain), June.},
year={2009},
document_type={Conference Paper},
source={dsalas},
}
  • D. Salas-Gonzalez, D. P. Ruiz, E. E. Kuruoglu, and M. C. Carrión, «Inferencia bayesiana en mezcla de distribuciones alfa-estables.» 2008.
    [Bibtex] 
    @conference{Salas-Gonzalez-ursi-2008,
author={D. Salas-Gonzalez and D. P. Ruiz and E. E. Kuruoglu and M. C. Carrión},
title={Inferencia Bayesiana en Mezcla de Distribuciones Alfa-Estables},
journal={Simposium nacional de la Union Cientifica Internacional de Radio, Madrid, España.},
year={2008},
document_type={Conference Paper},
source={dsalas},
}
  • J. A. Garzón-Guerrero, D. Salas-González, D. P. Ruiz, and C. M. C. Pérez, «Uso del analisis pca para el reconocimiento de blancos de radar basado en resonancias naturales..» 2007.
    [Bibtex] 
    @conference{Garzon-Guerrero-2007-bf,
author={J. A. Garzón-Guerrero and D. Salas-González and D. P. Ruiz and M. C. Carrión Pérez},
title={Uso del analisis PCA para el reconocimiento de blancos de radar basado en resonancias naturales.},
journal={XXXI Reunión Bienal de la Real Sociedad Española de Física. Granada, España.},
year={2007},
document_type={Conference Paper},
source={dsalas},
}
  • J. A. Garzón-Guerrero, D. Salas-González, D. P. Ruiz, and C. M. C. Pérez, «Neural netwoks and principal components analysis applied to automatic radar target recognition based on natural resonances..» 2007.
    [Bibtex] 
    @conference{Garzon-Guerrero-2007-ictis,
author={J. A. Garzón-Guerrero and D. Salas-González and D. P. Ruiz and M. C. Carrión Pérez},
title={Neural Netwoks and Principal Components Analysis applied to Automatic Radar Target Recognition based on Natural Resonances.},
journal={Information and Communication Technologies International Symposium. ICTIS 2007. Fes, Morocco.},
year={2007},
document_type={Conference Paper},
source={dsalas},
}
  • D. Salas-Gonzalez, E. E. Kuruoglu, and D. P. Ruiz, «Modelling the distribution of gene expressions using stable distributions..» 2007.
    [Bibtex] 
    @conference{Salas-Gonzalez2007-apbc,
author={D. Salas-Gonzalez and E. E. Kuruoglu and D. P. Ruiz},
title={Modelling the Distribution of Gene Expressions using Stable Distributions.},
journal={Fifth Asia-Pacific Bioinformatics Conference, Hong-Kong.},
year={2007},
document_type={Conference Paper},
source={dsalas},
}
  • D. Salas-Gonzalez, D. P. Ruiz, M. C. Carrión, and E. E. Kuruoglu, «Estimación bayesiana robusta de mezcla de señales impulsivas usando distribuciones alfa-estables.» 2006.
    [Bibtex] 
    @conference{Salas-Gonzalez2006-ursi,
author={D. Salas-Gonzalez and D. P. Ruiz and M. C. Carrión and E. E. Kuruoglu},
title={Estimación Bayesiana Robusta de Mezcla de Señales Impulsivas Usando Distribuciones Alfa-Estables},
journal={XXI Simposium Nacional de la Unión Científica Internacional de Radio. Oviedo, España.},
year={2006},
document_type={Conference Paper},
source={dsalas},
}
  • E. E. Kuruoglu, D. Salas-González, and D. P. Ruiz., «Bayesian inference on mixtures of stable densities..» 2006.
    [Bibtex] 
    @conference{kuruoglu2006-isba,
author={E. E. Kuruoglu and D. Salas-González and D.P. Ruiz.},
title={Bayesian Inference on Mixtures of Stable Densities.},
journal={ISBA Eighth World Meeting on Bayesian Statistics. Valencia, Spain.},
year={2006},
document_type={Conference Paper},
source={dsalas},
}
  • I. Tienda-Luna, D. P. Ruiz, M. C. Carrion, and D. Salas-Gonzalez., «Particle filtering for joint iterative decoding and phase estimation.» 2005.
    [Bibtex] 
    @conference{Tienda-Luna-2005-ictis,
author={I. Tienda-Luna and D. P. Ruiz and M. C. Carrion and D. Salas-Gonzalez.},
title={Particle Filtering for joint iterative decoding and phase estimation},
journal={Information and Communication Technologies International Symposium. Tetouan, Morocco.},
year={2005},
document_type={Conference Paper},
source={dsalas},
}
  • D. Salas-González, D. P. Ruiz, I. Tienda-Luna, and M. C. Carrión, «A new estimator based on the asymmetry of particle distribution in particle filtering methods.» 2005.
    [Bibtex] 
    @conference{Salas-Gonzalez-2005-ictis,
author={D. Salas-González and D. P. Ruiz and I. Tienda-Luna and M. C. Carrión},
title={A new estimator based on the asymmetry of particle distribution in particle filtering methods},
journal={Information and Communication Technologies International Symposium. Tetouan, Morocco.},
year={2005},
document_type={Conference Paper},
source={dsalas},
}
  • T. I. Luna, Y. Huang, S. D. González, and R. D. P. Padillo, «Un algoritmo para la detección ciega multiusuario basado en un modelado en el espacio de estados.» 2004.
    [Bibtex] 
    @conference{Tienda-Luna-2005-ursi,
author={I. Tienda Luna and Yufei Huang and D. Salas González and D.P. Ruiz Padillo},
title={Un algoritmo para la detección ciega multiusuario basado en un modelado en el espacio de estados},
journal={XIX Simposium Nacional de la Unión. Barcelona, España.},
year={2004},
document_type={Conference Paper},
source={dsalas},
}
  • S. D. González, R. D. P. Padillo, T. I. Luna, and C. M. C. Pérez, «Obtención de un estimador óptimo en filtrado de partículas basado en la simetría de la distribución de partículas.» 2004.
    [Bibtex] 
    @conference{Salas-Gonzalez-2004,
author={ D. Salas González and D.P. Ruiz Padillo and I. Tienda Luna and M. C. Carrión Pérez},
title={Obtención de un estimador óptimo en filtrado de partículas basado en la simetría de la distribución de partículas},
journal={XIX Simposium Nacional de la Unión Científica Internacional de Radio. Barcelona, España.},
year={2004},
document_type={Conference Paper},
source={dsalas},
}

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