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I am a Telecomunications Engineer and Master on Computer Engineering and Networking. Now I work at the University of Granada (Spain), as a researcher in Biomedical Engineering and Signal Processing fields.

My professional website is at:

http://www.ugr.es/~fjesusmartinez/

I played the piano, keyboards and back vocals on the Creative Commons project Anima Adversa, from 2006 to 2014. I have also taken part on other projects, such as Adosados, Malas Yerbas and the Polyphonic Choir of Facultad de Ciencias (Granada). My major aim is to play every single instrument in the world -there’s a long way to go-.

I do web developing as a hobby, but with some interesting results. I like technology, gadgets, and particularly whatever device that has buttons and potentiometers.

Projects

Spherical Brain Mapping

Download the code in: Matlab | Python The Spherical Brain Mapping (SBM) is a framework intended to map the internal structures and features of the brain onto a 2D image that summarizes all this information, as described in [1] and previously presented in [2] and [3]. 3D brain imaging, such as MRI or PET produces a huge …

Significance Weighted Principal Component Analysis (SWPCA)

Significance Weighted Principal Component Analysis (SWPCA) is a technique (1) developed to parse out the influence of a categorical variable that introduces variability in a certain dataset. This was originally intended to remove acquisition site variance in neuroimaging databases. Download the code in: Python  Use To use the script to remove, navigate to the download dir, …

BrainSimulator

Functional brain image synthesis using the KDE or MVN distribution.  brainSimulator is a brain image synthesis procedure for data augmentation and standardization of evaluation of ML neuroimaging pipelines. It intends to generate a new image set that share characteristics given an original one. The system focuses on nuclear imaging modalities such as PET or SPECT brain …

Research

Currently I research in Information Technology, inside the interdisciplinary field of Computer Aided Diagnosis, Image-based diagnosis and Statistical and Digital Signal Processing. A provisional title for all this research is Computed Aided Diagnosis for the detection of Neurodegenerative Disorders using Medical Imaging.

During this period I have belonged to the Signal Processing and Biomedical Applications (SiPBA) research group, and I have written or contributed to several publications.

Education:

Telecommunications Engineer (2005-2010)
  • Grade: 7.225 over 10.
  • Best Final Project award for the work Analysis of SPECT brain images for the diagnosis of Alzheimer’s Disease using Factor Analysis and Quadratic Discriminant Functions.
Master on Computer Architecture and Networking (2010-2011)
  • Grade: 9.115 over 10.
  • Final Project: Functional Activity Maps based on Significance Measures and Independent Component Analysis.

My papers

2018

  • A. Ortiz, F. Lozano, J. M. Gorriz, J. Ramirez, F. J. Martinez-Murcia, A. D. N. Initiative, and others, “Discriminative sparse features for alzheimer’s disease diagnosis using multimodal image data,” Current alzheimer research, vol. 15, iss. 1, p. 67–79, 2018. doi:10.2174/1567205014666170922101135
    [BibTeX]
    @Article{Ortiz2018,
    author = {Ortiz, Andres and Lozano, F and Gorriz, Juan M and Ramirez, Javier and Martinez-Murcia, Francisco J and Alzheimer's Disease Neuroimaging Initiative and others},
    title = {Discriminative Sparse Features for Alzheimer's Disease Diagnosis Using Multimodal Image Data},
    journal = {Current Alzheimer Research},
    year = {2018},
    volume = {15},
    number = {1},
    pages = {67--79},
    doi = {10.2174/1567205014666170922101135},
    publisher = {Bentham Science Publishers},
    }

2017

  • F. J. Martinez-Murcia, M. Lai, J. M. Gorriz, J. Ramírez, A. M. Young, S. C. Deoni, C. Ecker, M. V. Lombardo, S. Baron-Cohen, D. G. Murphy, and others, “On the brain structure heterogeneity of autism: parsing out acquisition site effects with significance-weighted principal component analysis,” Human brain mapping, vol. 38, iss. 3, p. 1208–1223, 2017. doi:10.1002/hbm.23449
    [BibTeX]
    @Article{Martinez-Murcia2017c,
    author = {Martinez-Murcia, Francisco Jes{\'u}s and Lai, Meng-Chuan and Gorriz, Juan Manuel and Ram{\'i}rez, Javier and Young, Adam MH and Deoni, Sean CL and Ecker, Christine and Lombardo, Michael V and Baron-Cohen, Simon and Murphy, Declan GM and others},
    title = {On the brain structure heterogeneity of autism: Parsing out acquisition site effects with significance-weighted principal component analysis},
    journal = {Human brain mapping},
    year = {2017},
    volume = {38},
    number = {3},
    pages = {1208--1223},
    doi = {10.1002/hbm.23449},
    }

  • J. M. Górriz, J. Ramírez, I. Illán, F. J. Martinez-Murcia, F. Segovia, D. Salas-Gonzalez, and A. Ortiz, “Case-based statistical learning applied to spect image classification,” in Medical imaging 2017: computer-aided diagnosis, 2017, p. 101342D. doi:10.1117/12.2253853
    [BibTeX]
    @InProceedings{Gorriz2017d,
    author = {G{\'o}rriz, Juan M and Ram{\'i}rez, Javier and Ill{\'a}n, IA and Martinez-Murcia, Francisco J and Segovia, Ferm{\'i}n and Salas-Gonzalez, Diego and Ortiz, A},
    title = {Case-based statistical learning applied to SPECT image classification},
    booktitle = {Medical Imaging 2017: Computer-Aided Diagnosis},
    year = {2017},
    volume = {10134},
    pages = {101342D},
    organization = {International Society for Optics and Photonics},
    doi = {10.1117/12.2253853},
    }

  • F. Segovia, D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, and F. J. Martinez-Murcia, “Analysis of 18 f-dmfp-pet data using hidden markov random field and the gaussian distribution to assist the diagnosis of parkinsonism,” in Medical imaging 2017: computer-aided diagnosis, 2017, p. 101342B. doi:10.1117/12.2250281
    [BibTeX]
    @InProceedings{Segovia2017c,
    author = {Segovia, Ferm{\'i}n and Salas-Gonzalez, Diego and G{\'o}rriz, Juan M and Ram{\'i}rez, Javier and Martinez-Murcia, Francisco J},
    title = {Analysis of 18 F-DMFP-PET data using Hidden Markov Random Field and the Gaussian distribution to assist the diagnosis of Parkinsonism},
    booktitle = {Medical Imaging 2017: Computer-Aided Diagnosis},
    year = {2017},
    volume = {10134},
    pages = {101342B},
    organization = {International Society for Optics and Photonics},
    doi = {10.1117/12.2250281},
    }

  • F. Segovia, J. M. Górriz, J. Ramírez, F. J. Martinez-Murcia, J. Levin, M. Schuberth, M. Brendel, A. Rominger, K. Bötzel, G. Garraux, and others, “Multivariate analysis of 18f-dmfp pet data to assist the diagnosis of parkinsonism,” Frontiers in neuroinformatics, vol. 11, p. 23, 2017. doi:10.3389/fninf.2017.00023
    [BibTeX]
    @Article{Segovia2017a,
    author = {Segovia, Ferm{\'i}n and G{\'o}rriz, Juan M and Ram{\'i}rez, Javier and Martinez-Murcia, Francisco J and Levin, Johannes and Schuberth, Madeleine and Brendel, Matthias and Rominger, Axel and B{\"o}tzel, Kai and Garraux, Ga{\"e}tan and others},
    title = {Multivariate analysis of 18F-DMFP PET data to assist the diagnosis of parkinsonism},
    journal = {Frontiers in neuroinformatics},
    year = {2017},
    volume = {11},
    pages = {23},
    doi = {10.3389/fninf.2017.00023},
    publisher = {Frontiers},
    }

  • J. Górriz, J. Ramírez, F. Martinez-Murcia, I. Illán, F. Segovia, D. Salas-González, and A. Ortiz, “Case-based statistical learning: a non parametric implementation applied to spect images,” in International work-conference on the interplay between natural and artificial computation, 2017, p. 305–313. doi:10.1007/978-3-319-59740-9_30
    [BibTeX]
    @InProceedings{Gorriz2017,
    author = {G{\'o}rriz, JM and Ram{\'i}rez, J and Martinez-Murcia, FJ and Ill{\'a}n, IA and Segovia, F and Salas-Gonz{\'a}lez, D and Ortiz, A},
    title = {Case-Based Statistical Learning: A Non Parametric Implementation Applied to SPECT Images},
    booktitle = {International Work-Conference on the Interplay Between Natural and Artificial Computation},
    year = {2017},
    pages = {305--313},
    organization = {Springer, Cham},
    doi = {10.1007/978-3-319-59740-9_30},
    }

  • 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,” in International work-conference on the interplay between natural and artificial computation, 2017, p. 324–333. doi:10.1007/978-3-319-59740-9_32
    [BibTeX]
    @InProceedings{Martinez-Murcia2017d,
    author = {Martinez-Murcia, Francisco Jes{\'u}s and Ortiz, Andres and G{\'o}rriz, Juan Manuel and Ram{\'i}rez, Javier and Segovia, Fermin and Salas-Gonzalez, Diego and Castillo-Barnes, Diego and Ill{\'a}n, Ignacio A},
    title = {A 3D convolutional neural network approach for the diagnosis of Parkinson’s disease},
    booktitle = {International Work-Conference on the Interplay Between Natural and Artificial Computation},
    year = {2017},
    pages = {324--333},
    organization = {Springer, Cham},
    doi = {10.1007/978-3-319-59740-9_32},
    }

  • F. Segovia, J. M. Górriz, J. Ramírez, F. J. Martinez-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,” in International work-conference on the interplay between natural and artificial computation, 2017, p. 345–352. doi:10.1007/978-3-319-59740-9_34
    [BibTeX]
    @InProceedings{Segovia2017,
    author = {Segovia, Ferm{\'i}n and G{\'o}rriz, Juan M and Ram{\'i}rez, Javier and Martinez-Murcia, Francisco J and Castillo-Barnes, Diego and Ill{\'a}n, Ignacio A and Ortiz, Andres and Salas-Gonzalez, Diego},
    title = {Automatic Separation of Parkinsonian Patients and Control Subjects Based on the Striatal Morphology},
    booktitle = {International Work-Conference on the Interplay Between Natural and Artificial Computation},
    year = {2017},
    pages = {345--352},
    organization = {Springer, Cham},
    doi = {10.1007/978-3-319-59740-9_34},
    }

  • D. Castillo-Barnes, C. Arenas, F. Segovia, F. J. Martinez-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,” in International work-conference on the interplay between natural and artificial computation, 2017, p. 298–304. doi:10.1007/978-3-319-59740-9_29
    [BibTeX]
    @InProceedings{Castillo-Barnes2017a,
    author = {Castillo-Barnes, Diego and Arenas, Carlos and Segovia, Ferm{\'i}n and Martinez-Murcia, Francisco J and Ill{\'a}n, Ignacio A and G{\'o}rriz, Juan M and Ram{\'i}rez, Javier and Salas-Gonzalez, Diego},
    title = {On a Heavy-Tailed Intensity Normalization of the Parkinson’s Progression Markers Initiative Brain Database},
    booktitle = {International Work-Conference on the Interplay Between Natural and Artificial Computation},
    year = {2017},
    pages = {298--304},
    organization = {Springer, Cham},
    doi = {10.1007/978-3-319-59740-9_29},
    }

  • F. J. Martinez-Murcia, “Statistical neuroimage modelling, processing and synthesis based on texture and component analysis: tackling the small sample size problem,” PhD Thesis, 2017. doi:10.13140/RG.2.2.10771.48161
    [BibTeX]
    @PhdThesis{MartinezMurcia2017,
    author = {Martinez-Murcia, F. J.},
    title = {Statistical neuroimage modelling, processing and synthesis based on texture and component analysis: Tackling the small sample size problem},
    school = {Universidad de Granada},
    year = {2017},
    doi = {10.13140/RG.2.2.10771.48161},
    }

  • F. J. Martinez-Murcia, J. M. Gorriz, J. Ramirez, F. Segovia, D. Salas-Gonzalez, D. Castillo-Barnes, I. A. Illan, and A. Ortiz, “Evaluating alzheimer’s disease diagnosis using texture analysis,” in Medical image understanding and analysis: 21st annual conference, miua 2017, edinburgh, uk, july 11-13, 2017, proceedings, 2017, p. 470. doi:10.1007/978-3-319-60964-5_41
    [BibTeX]
    @InProceedings{Martinez-Murcia2017a,
    author = {Martinez-Murcia, Francisco Jesus and Gorriz, Juan Manuel and Ramirez, Javier and Segovia, Fermin and Salas-Gonzalez, Diego and Castillo-Barnes, Diego and Illan, Ignacio Alvarez and Ortiz, Andr{\'e}s},
    title = {Evaluating Alzheimer’s Disease Diagnosis Using Texture Analysis},
    booktitle = {Medical Image Understanding and Analysis: 21st Annual Conference, MIUA 2017, Edinburgh, UK, July 11-13, 2017, Proceedings},
    year = {2017},
    volume = {723},
    pages = {470},
    organization = {Springer},
    doi = {10.1007/978-3-319-60964-5_41},
    }

  • A. Ortiz, J. Munilla, F. J. Martinez-Murcia, J. M. Górriz, J. Ramírez, A. D. N. Initiative, and others, “Learning longitudinal mri patterns by sice and deep learning: assessing the alzheimer’s disease progression,” in Annual conference on medical image understanding and analysis, 2017, p. 413–424. doi:10.1007/978-3-319-60964-5_36
    [BibTeX]
    @InProceedings{Ortiz2017,
    author = {Ortiz, Andr{\'e}s and Munilla, Jorge and Martinez-Murcia, Francisco J and G{\'o}rriz, Juan M and Ram{\'i}rez, Javier and Alzheimer’s Disease Neuroimaging Initiative and others},
    title = {Learning Longitudinal MRI Patterns by SICE and Deep Learning: Assessing the Alzheimer’s Disease Progression},
    booktitle = {Annual Conference on Medical Image Understanding and Analysis},
    year = {2017},
    pages = {413--424},
    organization = {Springer, Cham},
    doi = {10.1007/978-3-319-60964-5_36},
    }

  • J. Górriz, J. Ramírez, M. Moreno-Caballero, F. Martinez-Murcia, A. Ortiz, I. Illán, F. Segovia, D. Salas-González, and M. Gomez-Rio, “Tree-based ensemble learning techniques in the analysis of parkinsonian syndromes,” in Annual conference on medical image understanding and analysis, 2017, p. 459–469. doi:10.1007/978-3-319-60964-5_40
    [BibTeX]
    @InProceedings{Gorriz2017b,
    author = {G{\'o}rriz, JM and Ram{\'i}rez, J and Moreno-Caballero, M and Martinez-Murcia, FJ and Ortiz, A and Ill{\'a}n, IA and Segovia, F and Salas-Gonz{\'a}lez, D and Gomez-Rio, M},
    title = {Tree-Based Ensemble Learning Techniques in the Analysis of Parkinsonian Syndromes},
    booktitle = {Annual Conference on Medical Image Understanding and Analysis},
    year = {2017},
    pages = {459--469},
    organization = {Springer, Cham},
    doi = {10.1007/978-3-319-60964-5_40},
    }

  • F. J. Martinez-Murcia, Górriz, J. M., and J. Ramírez, “Feature extraction,” Wiley encyclopedia of electrical and electronics engineering, p. 1–9, 2017. doi:10.1002/047134608x.w5506.pub2
    [BibTeX]
    @Article{Martinez-Murcia2017,
    author = {Martinez-Murcia, Francisco J. and G{\'o}rriz and M., Juan and Ram{\'i}rez, Javier},
    title = {Feature Extraction},
    journal = {Wiley Encyclopedia of Electrical and Electronics Engineering},
    year = {2017},
    pages = {1--9},
    doi = {10.1002/047134608x.w5506.pub2},
    publisher = {John Wiley \& Sons, Inc.},
    }

  • J. M. Gorriz, J. Ramirez, J. Suckling, F. Martinez-Murcia, I. Illán, F. Segovia, A. Ortiz, D. Salas-González, D. Castillo-Barnés, and C. Puntonet, “A semi-supervised learning approach for model selection based on class-hypothesis testing,” Expert systems with applications, vol. 90, p. 40–49, 2017. doi:10.1016/j.eswa.2017.08.006
    [BibTeX]
    @Article{Gorriz2017c,
    author = {Gorriz, Juan M and Ramirez, Javier and Suckling, John and Martinez-Murcia, FJ and Ill{\'a}n, IA and Segovia, F and Ortiz, A and Salas-Gonz{\'a}lez, D and Castillo-Barn{\'e}s, D and Puntonet, CG},
    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},
    publisher = {Pergamon},
    }

  • F. Segovia, J. M. Górriz, J. Ramírez, F. J. Martinez-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, p. 326, 2017. doi:10.3389/fnagi.2017.00326
    [BibTeX]
    @Article{Segovia2017b,
    author = {Segovia, Ferm{\'i}n and G{\'o}rriz, Juan M and Ram{\'i}rez, Javier and Martinez-Murcia, Francisco J and Salas-Gonzalez, Diego},
    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},
    pages = {326},
    doi = {10.3389/fnagi.2017.00326},
    publisher = {Frontiers},
    }

  • D. Castillo-Barnes, I. Peis, F. J. Martinez-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. doi:10.3389/fninf.2017.00066
    [BibTeX]
    @Article{Castillo-Barnes2017,
    author = {Castillo-Barnes, Diego and Peis, Ignacio and Martinez-Murcia, Francisco J and Segovia, Ferm{\'i}n and Ill{\'a}n, Ignacio A and G{\'o}rriz, Juan M and Ram{\'i}rez, Javier and Salas-Gonzalez, Diego},
    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},
    publisher = {Frontiers Media SA},
    }

  • F. J. Martinez-Murcia, J. M. Górriz, J. Ramírez, I. A. Illán, F. Segovia, D. Castillo-Barnes, and D. Salas-Gonzalez, “Functional brain imaging synthesis based on image decomposition and kernel modeling: application to neurodegenerative diseases,” Frontiers in neuroinformatics, vol. 11, p. 65, 2017. doi:10.3389/fninf.2017.00065
    [BibTeX]
    @Article{Martinez-Murcia2017b,
    author = {Martinez-Murcia, Francisco J and G{\'o}rriz, Juan M and Ram{\'i}rez, Javier and Ill{\'a}n, Ignacio A and Segovia, Ferm{\'i}n and Castillo-Barnes, Diego and Salas-Gonzalez, Diego},
    title = {Functional Brain Imaging Synthesis Based on Image Decomposition and Kernel Modeling: Application to Neurodegenerative Diseases},
    journal = {Frontiers in neuroinformatics},
    year = {2017},
    volume = {11},
    pages = {65},
    doi = {10.3389/fninf.2017.00065},
    publisher = {Frontiers},
    }

  • J. Ramírez, J. Górriz, A. Ortiz, F. Martinez-Murcia, F. Segovia, D. Salas-Gonzalez, D. Castillo-Barnes, I. Illán, C. Puntonet, A. D. N. Initiative, and others, “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, 2017. doi:10.1016/j.jneumeth.2017.12.005
    [BibTeX]
    @Article{Ramirez2017,
    author = {Ram{\'i}rez, J and G{\'o}rriz, JM and Ortiz, A and Martinez-Murcia, FJ and Segovia, F and Salas-Gonzalez, D and Castillo-Barnes, D and Ill{\'a}n, IA and Puntonet, CG and Alzheimer's Disease Neuroimaging Initiative and others},
    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 = {2017},
    doi = {10.1016/j.jneumeth.2017.12.005},
    publisher = {Elsevier},
    }

  • J. Górriz, J. Ramírez, J. Suckling, I. A. Illán, A. Ortiz, F. Martinez-Murcia, F. Segovia, D. Salas-González, and S. Wang, “Case-based statistical learning: a non-parametric implementation with a conditional-error rate svm,” Ieee access, vol. 5, p. 11468–11478, 2017. doi:10.1109/access.2017.2714579
    [BibTeX]
    @Article{Gorriz2017a,
    author = {G{\'o}rriz, JM and Ram{\'i}rez, J and Suckling, J and Ill{\'a}n, Ignacio Alvarez and Ortiz, Andr{\'e}s and Martinez-Murcia, FJ and Segovia, Ferm{\'i}n and Salas-Gonz{\'a}lez, D and Wang, Shuihua},
    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},
    publisher = {IEEE},
    }

2016

  • J. Ramírez, J. M. Górriz, A. Ortiz, P. Padilla, F. J. Martinez-Murcia, A. D. N. Initiative, and others, “Ensemble tree learning techniques for magnetic resonance image analysis,” in Innovation in medicine and healthcare 2015, Springer, Cham, 2016, p. 395–404.
    [BibTeX]
    @InCollection{Ramirez2016a,
    author = {Ram{\'i}rez, Javier and G{\'o}rriz, Juan M and Ortiz, Andr{\'e}s and Padilla, Pablo and Martinez-Murcia, Francisco J and Alzheimer Disease Neuroimaging Initiative and others},
    title = {Ensemble tree learning techniques for magnetic resonance image analysis},
    booktitle = {Innovation in Medicine and Healthcare 2015},
    publisher = {Springer, Cham},
    year = {2016},
    pages = {395--404},
    }

  • D. Salas-Gonzalez, F. Segovia, F. J Martinez-Murcia, E. W Lang, J. M Gorriz, and J. Ram{i}rez, “An optimal approach for selecting discriminant regions for the diagnosis of alzheimer’s disease,” Current alzheimer research, vol. 13, iss. 7, p. 838–844, 2016. doi:10.2174/1567205013666160415154852
    [BibTeX]
    @Article{Salas-Gonzalez2016,
    author = {Salas-Gonzalez, D and Segovia, F and J Martinez-Murcia, F and W Lang, E and M Gorriz, J and Ram{\i}rez, J},
    title = {An optimal approach for selecting discriminant regions for the diagnosis of Alzheimer's disease},
    journal = {Current Alzheimer Research},
    year = {2016},
    volume = {13},
    number = {7},
    pages = {838--844},
    doi = {10.2174/1567205013666160415154852},
    publisher = {Bentham Science Publishers},
    }

  • F. J. Martinez-Murcia, J. M Górriz, J. Ramírez, A. Ortiz, and A. D. N. for the Initiative, “A spherical brain mapping of mr images for the detection of alzheimer’s disease,” Current alzheimer research, vol. 13, iss. 5, p. 575–588, 2016. doi:10.2174/1567205013666160314145158
    [BibTeX]
    @Article{JMartinez-Murcia2016,
    author = {Martinez-Murcia, F.J. and M G{\'o}rriz, J. and Ram{\'i}rez, J. and Ortiz, Andr{\'e}s and for the Alzheimer's Disease Neuroimaging Initiative},
    title = {A spherical brain mapping of MR images for the detection of Alzheimer’s disease},
    journal = {Current Alzheimer Research},
    year = {2016},
    volume = {13},
    number = {5},
    pages = {575--588},
    doi = {10.2174/1567205013666160314145158},
    publisher = {Bentham Science Publishers},
    }

  • A. Ortiz, F. J. Martinez-Murcia, M. J. García-Tarifa, F. Lozano, J. M. Górriz, and J. Ramírez, “Automated diagnosis of parkinsonian syndromes by deep sparse filtering-based features,” in International conference on innovation in medicine and healthcare, 2016, p. 249–258. doi:10.1007/978-3-319-39687-3_24
    [BibTeX]
    @InProceedings{Ortiz2016,
    author = {Ortiz, Andr{\'e}s and Martinez-Murcia, Francisco J and Garc{\'i}a-Tarifa, Mar{\'i}a J and Lozano, Francisco and G{\'o}rriz, Juan M and Ram{\'i}rez, Javier},
    title = {Automated diagnosis of parkinsonian syndromes by deep sparse filtering-based features},
    booktitle = {International Conference on Innovation in Medicine and Healthcare},
    year = {2016},
    pages = {249--258},
    organization = {Springer, Cham},
    doi = {10.1007/978-3-319-39687-3_24},
    }

  • F. J. Martinez-Murcia, J. M. Górriz, J. Ramírez, and A. Ortiz, “A structural parametrization of the brain using hidden markov models-based paths in alzheimer’s disease,” International journal of neural systems, vol. 26, p. 1650024, 2016. doi:10.1142/s0129065716500246
    [BibTeX]
    @Article{Martinez-Murcia2016a,
    author = {Martinez-Murcia, Francisco J. and G{\'o}rriz, Juan M. and Ram{\'i}rez, J. and Ortiz, Andr{\'e}s},
    title = {A Structural Parametrization of the Brain Using Hidden Markov Models-Based Paths in Alzheimer’s Disease},
    journal = {International Journal of Neural Systems},
    year = {2016},
    volume = {26},
    pages = {1650024},
    doi = {10.1142/s0129065716500246},
    publisher = {World Scientific Publishing Company},
    }

  • F. Segovia, M. García-Pérez, J. M. Górriz, J. Ramírez, and F. J. Martinez-Murcia, “Assisting the diagnosis of neurodegenerative disorders using principal component analysis and tensorflow,” in International joint conference soco’16-cisis’16-iceute’16, 2016, p. 43–52. doi:10.1007/978-3-319-47364-2_5
    [BibTeX]
    @InProceedings{Segovia2016,
    author = {Segovia, Ferm{\'i}n and Garc{\'i}a-P{\'e}rez, Marcelo and G{\'o}rriz, Juan Manuel and Ram{\'i}rez, Javier and Martinez-Murcia, Francisco Jes{\'u}s},
    title = {Assisting the diagnosis of neurodegenerative disorders using principal component analysis and tensorflow},
    booktitle = {International Joint Conference SOCO’16-CISIS’16-ICEUTE’16},
    year = {2016},
    pages = {43--52},
    organization = {Springer, Cham},
    doi = {10.1007/978-3-319-47364-2_5},
    }

  • J. Ramírez, J. M. Górriz, F. J. Martinez-Murcia, F. Segovia, and D. Salas-Gonzalez, “Magnetic resonance image classification using nonnegative matrix factorization and ensemble tree learning techniques,” in Multimedia signal processing (mmsp), 2016 ieee 18th international workshop on, 2016, p. 1–5. doi:10.1109/mmsp.2016.7813393
    [BibTeX]
    @InProceedings{Ramirez2016,
    author = {Ram{\'i}rez, Javier and G{\'o}rriz, Juan Manuel and Martinez-Murcia, Francisco Jes{\'u}s and Segovia, Ferm{\'i}n and Salas-Gonzalez, Diego},
    title = {Magnetic resonance image classification using nonnegative matrix factorization and ensemble tree learning techniques},
    booktitle = {Multimedia Signal Processing (MMSP), 2016 IEEE 18th International Workshop on},
    year = {2016},
    pages = {1--5},
    organization = {IEEE},
    doi = {10.1109/mmsp.2016.7813393},
    }

  • F. J. Martinez-Murcia, J. M. Górriz, and J. Ramírez, “Computer-aided diagnosis in neuroimaging,” in Computer-aided technologies-applications in engineering and medicine, InTech, 2016. doi:10.5772/64980
    [BibTeX]
    @InCollection{Martinez-Murcia2016,
    author = {Martinez-Murcia, Francisco J and G{\'o}rriz, Juan Manuel and Ram{\'i}rez, Javier},
    title = {Computer-Aided Diagnosis in Neuroimaging},
    booktitle = {Computer-aided Technologies-Applications in Engineering and Medicine},
    publisher = {InTech},
    year = {2016},
    doi = {10.5772/64980},
    }

  • A. Domínguez, J. Ramírez, J. Górriz, F. Segovia, D. Salas-Gonzalez, F. Martinez-Murcia, and I. Illán, “Statistical feature selection and classification models for alzheimer’s disease progression assessment,” in Nuclear science symposium, medical imaging conference and room-temperature semiconductor detector workshop (nss/mic/rtsd), 2016, 2016, p. 1–5. doi:10.1109/nssmic.2016.8069560
    [BibTeX]
    @InProceedings{Dominguez2016,
    author = {Dom{\'i}nguez, A and Ram{\'i}rez, J and G{\'o}rriz, JM and Segovia, F and Salas-Gonzalez, D and Martinez-Murcia, FJ and Ill{\'a}n, IA},
    title = {Statistical feature selection and classification models for Alzheimer's disease progression assessment},
    booktitle = {Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD), 2016},
    year = {2016},
    pages = {1--5},
    organization = {IEEE},
    doi = {10.1109/nssmic.2016.8069560},
    }

  • F. Segovia, I. Illán, D. Salas-Gonzalez, F. Martinez-Murcia, A. Ortiz, J. Górriz, and J. Ramírez, “Petra: a web-based system supporting computer aided diagnosis of alzheimer’s disease,” in Nuclear science symposium, medical imaging conference and room-temperature semiconductor detector workshop (nss/mic/rtsd), 2016, 2016, p. 1–4. doi:10.1109/nssmic.2016.8069433
    [BibTeX]
    @InProceedings{Segovia2016a,
    author = {Segovia, F and Ill{\'a}n, IA and Salas-Gonzalez, D and Martinez-Murcia, FJ and Ortiz, A and G{\'o}rriz, JM and Ram{\'i}rez, J},
    title = {PETRA: A web-based system supporting computer aided diagnosis of alzheimer's disease},
    booktitle = {Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD), 2016},
    year = {2016},
    pages = {1--4},
    organization = {IEEE},
    doi = {10.1109/nssmic.2016.8069433},
    }

  • I. Peis, I. Illán, F. Martinez-Murcia, F. Segovia, J. Górriz, J. Ramírez, E. Lang, and D. Salas-Gonzalez, “Mri brain segmentation using hidden markov random fields with alpha-stable distributions,” in Nuclear science symposium, medical imaging conference and room-temperature semiconductor detector workshop (nss/mic/rtsd), 2016, 2016, p. 1–3. doi:10.1109/nssmic.2016.8069422
    [BibTeX]
    @InProceedings{Peis2016,
    author = {Peis, I and Ill{\'a}n, IA and Martinez-Murcia, FJ and Segovia, F and G{\'o}rriz, JM and Ram{\'i}rez, J and Lang, EW and Salas-Gonzalez, D},
    title = {MRI brain segmentation using hidden Markov random fields with alpha-stable distributions},
    booktitle = {Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD), 2016},
    year = {2016},
    pages = {1--3},
    organization = {IEEE},
    doi = {10.1109/nssmic.2016.8069422},
    }

  • U. Vidal-Sanz, F. Martinez-Murcia, J. Górriz, J. Ramírez, I. Illán, F. Segovia, and D. Salas-González, “Simulating functional brain images in alzheimer’s disease,” in Nuclear science symposium, medical imaging conference and room-temperature semiconductor detector workshop (nss/mic/rtsd), 2016, 2016, p. 1–4. doi:10.1109/nssmic.2016.8069420
    [BibTeX]
    @InProceedings{Vidal-Sanz2016,
    author = {Vidal-Sanz, U and Martinez-Murcia, FJ and G{\'o}rriz, JM and Ram{\'i}rez, J and Ill{\'a}n, IA and Segovia, F and Salas-Gonz{\'a}lez, D},
    title = {Simulating functional brain images in Alzheimer's disease},
    booktitle = {Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD), 2016},
    year = {2016},
    pages = {1--4},
    organization = {IEEE},
    doi = {10.1109/nssmic.2016.8069420},
    }

  • V. Lafuente, J. Górriz, J. Ramírez, F. Martinez-Murcia, D. Salas-Gonzalez, and F. Segovia, “On the use of match filtering for the p300 detection,” in Computational science and computational intelligence (csci), 2016 international conference on, 2016, p. 1261–1265. doi:10.1109/csci.2016.0237
    [BibTeX]
    @InProceedings{Lafuente2016,
    author = {Lafuente, V{\'i}ctor and G{\'o}rriz, JM and Ram{\'i}rez, J and Martinez-Murcia, FJ and Salas-Gonzalez, D and Segovia, F},
    title = {On the Use of Match Filtering for the P300 Detection},
    booktitle = {Computational Science and Computational Intelligence (CSCI), 2016 International Conference on},
    year = {2016},
    pages = {1261--1265},
    organization = {IEEE},
    doi = {10.1109/csci.2016.0237},
    }

2015

  • F. Martinez-Murcia, J. Górriz, J. Ramírez, I. Illán, D. Salas-Gonzalez, and F. Segovia, “Projecting mri brain images for the detection of alzheimer’s disease,” in Innovation in medicine and healthcare 2014, 2015, p. 225.
    [BibTeX]
    @InProceedings{Martinez-Murcia2015,
    author = {Martinez-Murcia, FJ and G{\'o}rriz, JM and Ram{\'i}rez, J and Ill{\'a}n, IA and Salas-Gonzalez, D and Segovia, F},
    title = {Projecting MRI brain images for the detection of Alzheimer’s Disease},
    booktitle = {Innovation in Medicine and Healthcare 2014},
    year = {2015},
    volume = {207},
    pages = {225},
    publisher = {IOS Press},
    journal = {Innovation in Medicine and Healthcare 2014},
    }

  • D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, I. A. Illán, P. Padilla, F. J. Martinez-Murcia, and E. W. Lang, “Affine registration of [123i] fp-cit spect brain images,” in Innovation in medicine and healthcare 2014, 2015, p. 65. doi:10.3233/978-1-61499-474-9-65
    [BibTeX]
    @InProceedings{Salas-Gonzalez2015,
    author = {Salas-Gonzalez, Diego and G{\'o}rriz, Juan M and Ram{\'i}rez, Javier and Ill{\'a}n, Ignacio A and Padilla, Pablo and Martinez-Murcia, Francisco J and Lang, Elmar W},
    title = {Affine registration of [123I] FP-CIT SPECT brain images},
    booktitle = {Innovation in Medicine and Healthcare 2014},
    year = {2015},
    volume = {207},
    pages = {65},
    publisher = {IOS Press},
    doi = {10.3233/978-1-61499-474-9-65},
    journal = {Innovation in Medicine and Healthcare 2014},
    }

  • D. Salas-Gonzalez, J. M. Górriz, J. Ramírez, I. A. Illán, P. Padilla, F. J. Martinez-Murcia, and E. W. Lang, “Building a fp-cit spect brain template using a posterization approach,” Neuroinformatics, vol. 13, iss. 4, p. 391–402, 2015. doi:10.1007/s12021-015-9262-9
    [BibTeX]
    @Article{Salas-Gonzalez2015a,
    author = {Salas-Gonzalez, Diego and G{\'o}rriz, Juan M and Ram{\'i}rez, Javier and Ill{\'a}n, Ignacio A and Padilla, Pablo and Martinez-Murcia, Francisco J and Lang, Elmar 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},
    publisher = {Springer US},
    }

  • F. J. Martinez-Murcia, A. Ortiz, J. M. Górriz, J. Ramírez, and I. Illán, “A volumetric radial lbp projection of mri brain images for the diagnosis of alzheimer’s disease,” in International work-conference on the interplay between natural and artificial computation, 2015, p. 19–28. doi:10.1007/978-3-319-18914-7_3
    [BibTeX]
    @InProceedings{Martinez-Murcia2015a,
    author = {Martinez-Murcia, Francisco Jes{\'u}s and Ortiz, Andr{\'e}s and G{\'o}rriz, Juan Manuel and Ram{\'i}rez, Javier and Ill{\'a}n, IA},
    title = {A volumetric radial LBP projection of MRI brain images for the diagnosis of Alzheimer’s disease},
    booktitle = {International Work-Conference on the Interplay Between Natural and Artificial Computation},
    year = {2015},
    pages = {19--28},
    organization = {Springer, Cham},
    doi = {10.1007/978-3-319-18914-7_3},
    }

2014

  • F. J. Martinez-Murcia, J. M. Górriz, J. Ramírez, I. Illán, A. Ortiz, P. P. M. Initiative, and others, “Automatic detection of parkinsonism using significance measures and component analysis in datscan imaging,” Neurocomputing, vol. 126, p. 58–70, 2014. doi:10.1016/j.neucom.2013.01.054
    [BibTeX]
    @Article{Martinez-Murcia2014a,
    author = {Martinez-Murcia, Francisco Jes{\'u}s and G{\'o}rriz, Juan Manuel and Ram{\'i}rez, Javier and Ill{\'a}n, IA and Ortiz, Andr{\'e}s and Parkinson's Progression Markers Initiative and others},
    title = {Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging},
    journal = {Neurocomputing},
    year = {2014},
    volume = {126},
    pages = {58--70},
    doi = {10.1016/j.neucom.2013.01.054},
    publisher = {Elsevier},
    }

  • F. Martinez-Murcia, J. Górriz, J. Ramírez, M. Moreno-Caballero, and M. Gómez-Río, “Parametrization of textural patterns in 123i-ioflupane imaging for the automatic detection of parkinsonism,” Medical physics, vol. 41, iss. 1, 2014. doi:10.1118/1.4845115
    [BibTeX]
    @Article{Martinez-Murcia2014,
    author = {Martinez-Murcia, FJ and G{\'o}rriz, JM and Ram{\'i}rez, J and Moreno-Caballero, M and G{\'o}mez-R{\'i}o, M},
    title = {Parametrization of textural patterns in 123I-ioflupane imaging for the automatic detection of Parkinsonism},
    journal = {Medical physics},
    year = {2014},
    volume = {41},
    number = {1},
    doi = {10.1118/1.4845115},
    publisher = {American Association of Physicists in Medicine},
    }

  • A. Ortiz, J. M. Górriz, J. Ramírez, F. J. Martinez-Murcia, A. D. N. Initiative, and others, “Automatic roi selection in structural brain mri using som 3d projection,” Plos one, vol. 9, iss. 4, p. e93851, 2014. doi:10.1371/journal.pone.0093851
    [BibTeX]
    @Article{Ortiz2014a,
    author = {Ortiz, Andr{\'e}s and G{\'o}rriz, Juan M and Ram{\'i}rez, Javier and Martinez-Murcia, Francisco J and Alzheimer's Disease Neuroimaging Initiative and others},
    title = {Automatic ROI selection in structural brain MRI using SOM 3D projection},
    journal = {PloS one},
    year = {2014},
    volume = {9},
    number = {4},
    pages = {e93851},
    doi = {10.1371/journal.pone.0093851},
    publisher = {Public Library of Science},
    }

  • F. Segovia-Román, I. Álvarez Illán, D. Salas-Gonzalez, F. J. Martinez-Murcia, C. Phillips, C. García Puntonet, J. Ramírez Pérez de Inestrosa, and J. M. Górriz Sáez, “Petra: multivariate analyses for neuroimaging data,” in Proceeding of 2nd international work-conference on bioinformatics and biomedical engineering, 2014.
    [BibTeX]
    @InProceedings{Segovia-Roman2014,
    author = {Segovia-Rom{\'a}n, Ferm{\'i}n and {\'A}lvarez Ill{\'a}n, Ignacio and Salas-Gonzalez, Diego and Martinez-Murcia, Francisco Jes{\'u}s and Phillips, Christophe and Garc{\'i}a Puntonet, Carlos and Ram{\'i}rez P{\'e}rez de Inestrosa, Javier and G{\'o}rriz S{\'a}ez, Juan Manuel},
    title = {PETRA: Multivariate analyses for neuroimaging data},
    booktitle = {Proceeding of 2nd International Work-Conference on Bioinformatics and Biomedical Engineering},
    year = {2014},
    }

  • A. Ortiz, D. Fajardo, J. M. Górriz, J. Ramírez, and F. J. Martinez-Murcia, “Multimodal image data fusion for alzheimer’s disease diagnosis by sparse representation,” in Innovation in medicine and healthcare 2014, M. Graña; C. Toro; R.J. Howlett, 2014, p. 11–18.
    [BibTeX]
    @InCollection{Ortiz2014,
    author = {Ortiz, Andr{\'e}s and Fajardo, Daniel and G{\'o}rriz, Juan Manuel and Ram{\'i}rez, Javier and Martinez-Murcia, Francisco Jes{\'u}s},
    title = {Multimodal image data fusion for Alzheimer’s disease diagnosis by sparse representation},
    booktitle = {Innovation in Medicine and Healthcare 2014},
    publisher = {M. Gra{\~n}a; C. Toro; R.J. Howlett},
    year = {2014},
    pages = {11--18},
    }

2013

  • A. Rojas, J. Górriz, J. Ramírez, I. Illán, F. J. Martinez-Murcia, A. Ortiz, G. M. Río, and M. Moreno-Caballero, “Application of empirical mode decomposition (emd) on datscan spect images to explore parkinson disease,” Expert systems with applications, vol. 40, iss. 7, p. 2756–2766, 2013. doi:10.1016/j.eswa.2012.11.017
    [BibTeX]
    @Article{Rojas2013,
    author = {Rojas, A and G{\'o}rriz, JM and Ram{\'i}rez, Javier and Ill{\'a}n, IA and Martinez-Murcia, Francisco Jes{\'u}s and Ortiz, Andr{\'e}s and R{\'i}o, M G{\'o}mez and Moreno-Caballero, M},
    title = {Application of empirical mode decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson disease},
    journal = {Expert Systems with Applications},
    year = {2013},
    volume = {40},
    number = {7},
    pages = {2756--2766},
    doi = {10.1016/j.eswa.2012.11.017},
    publisher = {Pergamon},
    }

  • A. Ortiz, J. M. Górriz, J. Ramírez, F. J. Martinez-Murcia, A. D. N. Initiative, and others, “Lvq-svm based cad tool applied to structural mri for the diagnosis of the alzheimer’s disease,” Pattern recognition letters, vol. 34, iss. 14, p. 1725–1733, 2013. doi:10.1016/j.patrec.2013.04.014
    [BibTeX]
    @Article{Ortiz2013,
    author = {Ortiz, Andr{\'e}s and G{\'o}rriz, Juan M and Ram{\'i}rez, Javier and Martinez-Murcia, Francisco Jes{\'u}s and Alzheimer’s Disease Neuroimaging Initiative and others},
    title = {LVQ-SVM based CAD tool applied to structural MRI for the diagnosis of the Alzheimer’s disease},
    journal = {Pattern Recognition Letters},
    year = {2013},
    volume = {34},
    number = {14},
    pages = {1725--1733},
    doi = {10.1016/j.patrec.2013.04.014},
    publisher = {North-Holland},
    }

  • F. J. Martinez-Murcia, J. Górriz, J. Ramírez, C. G. Puntonet, I. Illán, A. D. N. Initiative, and others, “Functional activity maps based on significance measures and independent component analysis,” Computer methods and programs in biomedicine, vol. 111, iss. 1, p. 255–268, 2013. doi:10.1016/j.cmpb.2013.03.015
    [BibTeX]
    @Article{Martinez-Murcia2013,
    author = {Martinez-Murcia, Francisco Jes{\'u}s and G{\'o}rriz, JM and Ram{\'i}rez, Javier and Puntonet, Carlos Garc{\'i}a and Ill{\'a}n, IA and Alzheimer's Disease Neuroimaging Initiative and others},
    title = {Functional activity maps based on significance measures and independent component analysis},
    journal = {Computer methods and programs in biomedicine},
    year = {2013},
    volume = {111},
    number = {1},
    pages = {255--268},
    doi = {10.1016/j.cmpb.2013.03.015},
    publisher = {Elsevier},
    }

  • A. I. Illán, J. M. Górriz, J. Ramirez, D. Salas-González, F. J. Martinez-Murcia, F. Segovia, and C. G. Puntonet, “Automatic orientation of functional brain images for multiplataform software,” in International work-conference on the interplay between natural and artificial computation, 2013, p. 406–411. doi:10.1007/978-3-642-38637-4_42
    [BibTeX]
    @InProceedings{Illan2013,
    author = {Ill{\'a}n, I Alvarez and G{\'o}rriz, Juan Manuel and Ramirez, Javier and Salas-Gonz{\'a}lez, Diego and Martinez-Murcia, Francisco Jes{\'u}s and Segovia, Ferm{\'i}n and Puntonet, Carlos Garc{\'i}a},
    title = {Automatic orientation of functional brain images for multiplataform software},
    booktitle = {International Work-Conference on the Interplay Between Natural and Artificial Computation},
    year = {2013},
    pages = {406--411},
    organization = {Springer, Berlin, Heidelberg},
    doi = {10.1007/978-3-642-38637-4_42},
    }

  • F. J. Martinez-Murcia, J. M. Górriz, J. Ramírez, A. I. Illán, and C. G. Puntonet, “Texture features based detection of parkinson’s disease on datscan images,” in International work-conference on the interplay between natural and artificial computation, 2013, p. 266–277. doi:10.1007/978-3-642-38622-0_28
    [BibTeX]
    @InProceedings{Martinez-Murcia2013a,
    author = {Martinez-Murcia, Francisco Jes{\'u}s and G{\'o}rriz, Juan Manuel and Ram{\'i}rez, Javier and Ill{\'a}n, I Alvarez and Puntonet, Carlos Garc{\'i}a},
    title = {Texture features based detection of Parkinson’s disease on DaTSCAN images},
    booktitle = {International Work-Conference on the Interplay Between Natural and Artificial Computation},
    year = {2013},
    pages = {266--277},
    organization = {Springer, Berlin, Heidelberg},
    doi = {10.1007/978-3-642-38622-0_28},
    }

2012

  • F. J. Martinez-Murcia, J. M. Górriz, J. Ramírez, C. G. Puntonet, D. Salas-Gonzalez, A. D. N. Initiative, and others, “Computer aided diagnosis tool for alzheimer’s disease based on mann–whitney–wilcoxon u-test,” Expert systems with applications, vol. 39, iss. 10, p. 9676–9685, 2012. doi:10.1016/j.eswa.2012.02.153
    [BibTeX]
    @Article{Martinez-Murcia2012,
    author = {Martinez-Murcia, Francisco Jes{\'u}s and G{\'o}rriz, Juan Manuel and Ram{\'i}rez, Javier and Puntonet, Carlos Garc{\'i}a and Salas-Gonzalez, Diego and Alzheimer’s Disease Neuroimaging Initiative and others},
    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},
    publisher = {Pergamon},
    }

  • D. Salas-Gonzalez, J. Górriz, J. Ramirez, F. Martínez, R. Chaves, F. Segovia, and I. Illán, “Intensity normalization of fp-cit spect in patients with parkinsonism using the $\alpha$-stable distribution,” in Nuclear science symposium and medical imaging conference (nss/mic), 2012 ieee, 2012, p. 3944–3946.
    [BibTeX]
    @InProceedings{Salas-Gonzalez2012,
    author = {Salas-Gonzalez, D and G{\'o}rriz, JM and Ramirez, J and Mart{\'i}nez, FJ and Chaves, R and Segovia, F and Ill{\'a}n, IA},
    title = {Intensity normalization of FP-cit spect in patients with parkinsonism using the $\alpha$-stable distribution},
    booktitle = {Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2012 IEEE},
    year = {2012},
    pages = {3944--3946},
    organization = {IEEE},
    }

2011

  • F. Martinez, D. Salas-González, J. Górriz, J. Ramírez, C. 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,” New challenges on bioinspired applications, p. 41–48, 2011. doi:10.1007/978-3-642-21326-7_5
    [BibTeX]
    @Article{Martinez2011,
    author = {Martinez, F and Salas-Gonz{\'a}lez, D and G{\'o}rriz, J and Ram{\'i}rez, J and Puntonet, C and G{\'o}mez-R{\'i}o, 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 = {New Challenges on Bioinspired Applications},
    year = {2011},
    pages = {41--48},
    doi = {10.1007/978-3-642-21326-7_5},
    publisher = {Springer},
    }