| 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 | 323 | 2015 |
| 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 | 303 | 2020 |
| 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 | 211 | 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 | 192 | 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 | 174 | 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 | 156 | 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 | 156 | 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 | 134 | 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 | 124 | 2009 |
| Computational approaches to explainable artificial intelligence: advances in theory, applications and trends JM Górriz, I Álvarez-Illán, A Álvarez-Marquina, JE Arco, M Atzmueller, ... Information Fusion 100, 101945, 2023 | 121 | 2023 |
| Alzheimer’s diagnosis using eigenbrains and support vector machines I Alvarez, JM Górriz, J Ramírez, D Salas-Gonzalez, M López, F Segovia, ... International Work-Conference on Artificial Neural Networks, 973-980, 2009 | 121 | 2009 |
| 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 | 110 | 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 | 102 | 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 | 95 | 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 | 89 | 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 | 87 | 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 | 86 | 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 | 83 | 2012 |
| Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, ... Frontiers in Neuroinformatics 12, 53, 2018 | 61 | 2018 |
| A 3D convolutional neural network approach for the diagnosis of Parkinson’s disease FJ Martinez-Murcia, A Ortiz, JM Górriz, J Ramírez, F Segovia, ... Natural and Artificial Computation for Biomedicine and Neuroscience …, 2017 | 61 | 2017 |
Juan Manuel GorrizFull Professor at University of GranadaE-mail megerősítve itt: ugr.es
