| Early diagnosis of Alzheimer׳ s disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images L Khedher, J Ramírez, JM Górriz, A Brahim, F Segovia, ... Neurocomputing 151, 139-150, 2015 | 259 | 2015 |
| 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 | 181 | 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 | 180 | 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 Álvarez, ... Neuroscience Letters 461 (3), 293-297, 2009 | 159 | 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 | 137 | 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 | 137 | 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 | 119 | 2012 |
| 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 | 115 | 2009 |
| 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 | 112 | 2009 |
| Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications JM Górriz, J Ramírez, A Ortíz, FJ Martinez-Murcia, F Segovia, J Suckling, ... Neurocomputing 410, 237-270, 2020 | 109 | 2020 |
| 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 | 97 | 2011 |
| 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 | 87 | 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 | 82 | 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 | 81 | 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 | 80 | 2012 |
| 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 | 73 | 2012 |
| Projecting independent components of SPECT images for computer aided diagnosis of Alzheimer’s disease IÁ Illán, JM Górriz, J Ramírez, D Salas-Gonzalez, M López, F Segovia, ... Pattern Recognition Letters 31 (11), 1342-1347, 2010 | 59 | 2010 |
| Early diagnosis of Alzheimer’s disease based on partial least squares and support vector machine F Segovia, JM Górriz, J Ramírez, D Salas-Gonzalez, I Álvarez Expert Systems with Applications 40 (2), 677-683, 2013 | 56 | 2013 |
| 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 | 55 | 2018 |
| Analysis of SPECT brain images for the diagnosis of Alzheimer's disease using moments and support vector machines D Salas-Gonzalez, JM Górriz, J Ramírez, M López, IA Illan, F Segovia, ... Neuroscience Letters 461 (1), 60-64, 2009 | 52 | 2009 |
Juan Manuel Gorriz SaezFull Professor at University of GranadaDirección de correo verificada de ugr.es
