| 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 | 225 | 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 | 216 | 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 | 189 | 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 | 188 | 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 | 170 | 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 | 145 | 2009 |
| Two fully-unsupervised methods for MR brain image segmentation using SOM-based strategies A Ortiz, JM Górriz, J Ramírez, D Salas-Gonzalez, JM Llamas-Elvira Applied Soft Computing 13 (5), 2668-2682, 2013 | 130 | 2013 |
| 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 | 118 | 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 | 118 | 2009 |
| Computer aided diagnosis tool for Alzheimer’s disease based on Mann–Whitney–Wilcoxon U-test FJ Martínez-Murcia, JM Górriz, J Ramirez, CG Puntonet, ... Expert Systems with Applications 39 (10), 9676-9685, 2012 | 116 | 2012 |
| GMM based SPECT image classification for the diagnosis of Alzheimer’s disease JM Górriz, F Segovia, J Ramírez, A Lassl, D Salas-Gonzalez Applied Soft Computing 11 (2), 2313-2325, 2011 | 103 | 2011 |
| Improving MR brain image segmentation using self-organising maps and entropy-gradient clustering A Ortiz, JM Gorriz, J Ramirez, D Salas-Gonzalez Information Sciences 262, 117-136, 2014 | 100 | 2014 |
| 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 |
| 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 | 88 | 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 | 86 | 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 | 81 | 2012 |
| Improved Gauss-Newton optimisation methods in affine registration of SPECT brain images D Salas-Gonzalez, JM Górriz, J Ramírez, A Lassl, CG Puntonet Electronics Letters 44 (22), 1291-1292, 2008 | 76 | 2008 |
| 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 | 74 | 2008 |
| 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 | 73 | 2018 |
Javier RamírezUniversity of Granada, SpainVerified email at ugr.es
