Computer-aided diagnosis of Alzheimer’s type dementia combining support vector machines and discriminant set of features J Ramírez, JM Górriz, D Salas-Gonzalez, A Romero, M López, I Álvarez, ... Information Sciences 237, 59-72, 2013 | 226 | 2013 |
NMF-SVM based CAD tool applied to functional brain images for the diagnosis of Alzheimer's disease P Padilla, M López, JM Górriz, J Ramirez, D Salas-Gonzalez, I Alvarez IEEE Transactions on medical imaging 31 (2), 207-216, 2011 | 221 | 2011 |
Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, ... Neurocomputing 74 (8), 1260-1271, 2011 | 202 | 2011 |
18F-FDG PET imaging analysis for computer aided Alzheimer’s diagnosis IA Illán, JM Górriz, J Ramírez, D Salas-Gonzalez, MM López, F Segovia, ... Information Sciences 181 (4), 903-916, 2011 | 189 | 2011 |
SVM-based computer-aided diagnosis of the Alzheimer's disease using t-test NMSE feature selection with feature correlation weighting R Chaves, J Ramírez, JM Górriz, M López, D Salas-Gonzalez, I Alvarez, ... Neuroscience letters 461 (3), 293-297, 2009 | 171 | 2009 |
Computer aided diagnosis system for the Alzheimer's disease based on partial least squares and random forest SPECT image classification J Ramírez, JM Górriz, F Segovia, R Chaves, D Salas-Gonzalez, M López, ... Neuroscience letters 472 (2), 99-103, 2010 | 149 | 2010 |
SVM-based CAD system for early detection of the Alzheimer's disease using kernel PCA and LDA MM López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, ... Neuroscience letters 464 (3), 233-238, 2009 | 148 | 2009 |
Automatic assistance to Parkinsonˈs disease diagnosis in DaTSCAN SPECT imaging IA Illán, JM Górriz, J Ramírez, F Segovia, JM Jiménez‐Hoyuela, ... Medical physics 39 (10), 5971-5980, 2012 | 127 | 2012 |
Automatic tool for Alzheimer's disease diagnosis using PCA and Bayesian classification rules M López, J Ramírez, JM Górriz, D Salas-Gonzalez, I Alvarez, F Segovia, ... Electronics letters 45 (8), 389-391, 2009 | 120 | 2009 |
Alzheimer’s diagnosis using eigenbrains and support vector machines I Alvarez, JM Górriz, J Ramírez, D Salas-Gonzalez, M López, F Segovia, ... Bio-Inspired Systems: Computational and Ambient Intelligence: 10th …, 2009 | 119 | 2009 |
Digital image analysis for automatic enumeration of malaria parasites using morphological operations JE Arco, JM Górriz, J Ramírez, I Álvarez, CG Puntonet Expert Systems with Applications 42 (6), 3041-3047, 2015 | 108 | 2015 |
Computer-aided diagnosis of Alzheimer's disease using support vector machines and classification trees D Salas-Gonzalez, JM Górriz, J Ramírez, M López, I Álvarez, F Segovia, ... Physics in Medicine & Biology 55 (10), 2807, 2010 | 96 | 2010 |
Independent component analysis-support vector machine-based computer-aided diagnosis system for Alzheimer’s with visual support L Khedher, IA Illán, JM Górriz, J Ramírez, A Brahim, A Meyer-Baese International journal of neural systems 27 (03), 1650050, 2017 | 93 | 2017 |
Feature selection using factor analysis for Alzheimer's diagnosis using PET images D Salas‐Gonzalez, JM Górriz, J Ramírez, IA Illán, M López, F Segovia, ... Medical physics 37 (11), 6084-6095, 2010 | 90 | 2010 |
Computer aided diagnosis of Alzheimer’s disease using component based SVM IA Illán, JM Górriz, MM López, J Ramírez, D Salas-Gonzalez, F Segovia, ... Applied Soft Computing 11 (2), 2376-2382, 2011 | 85 | 2011 |
A comparative study of feature extraction methods for the diagnosis of Alzheimer's disease using the ADNI database F Segovia, JM Górriz, J Ramírez, D Salas-Gonzalez, I Álvarez, M López, ... Neurocomputing 75 (1), 64-71, 2012 | 83 | 2012 |
Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squares J Ramírez, JM Górriz, A Ortiz, FJ Martínez-Murcia, F Segovia, ... Journal of neuroscience methods 302, 47-57, 2018 | 78 | 2018 |
Improved parkinsonism diagnosis using a partial least squares based approach F Segovia, JM Górriz, J Ramírez, I Alvarez, JM Jiménez‐Hoyuela, ... Medical physics 39 (7Part1), 4395-4403, 2012 | 78 | 2012 |
Automatic computer aided diagnosis tool using component-based SVM JM Górriz, J Ramírez, A Lassl, D Salas-Gonzalez, EW Lang, CG Puntonet, ... 2008 IEEE Nuclear Science Symposium Conference Record, 4392-4395, 2008 | 77 | 2008 |
Application of empirical mode decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson disease A Rojas, JM Górriz, J Ramírez, IA Illán, FJ Martínez-Murcia, A Ortiz, ... Expert Systems with Applications 40 (7), 2756-2766, 2013 | 76 | 2013 |