| 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 | 80 | 2012 |
| LVQ-SVM based CAD tool applied to structural MRI for the diagnosis of the Alzheimer’s disease A Ortiz, JM Górriz, J Ramírez, FJ Martínez-Murcia, ... Pattern Recognition Letters 34 (14), 1725-1733, 2013 | 79 | 2013 |
| Parametrization of textural patterns in 123I‐ioflupane imaging for the automatic detection of Parkinsonism FJ Martinez‐Murcia, JM Górriz, J Ramírez, M Moreno‐Caballero, ... Medical physics 41 (1), 012502, 2014 | 45 | 2014 |
| Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging FJ Martínez-Murcia, JM Górriz, J Ramírez, IA Illán, A Ortiz, ... Neurocomputing 126, 58-70, 2014 | 44* | 2014 |
| 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 | 43 | 2013 |
| Building a FP-CIT SPECT brain template using a posterization approach D Salas-Gonzalez, JM Górriz, J Ramírez, IA Illán, P Padilla, ... Neuroinformatics 13 (4), 391-402, 2015 | 27 | 2015 |
| Functional activity maps based on significance measures and independent component analysis FJ Martínez-Murcia, JM Górriz, J Ramírez, CG Puntonet, IA Illán, ... Computer methods and programs in biomedicine 111 (1), 255-268, 2013 | 27 | 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 | 26 | 2018 |
| On the brain structure heterogeneity of autism: Parsing out acquisition site effects with significance‐weighted principal component analysis FJ Martinez‐Murcia, MC Lai, JM Gorriz, J Ramírez, AMH Young, ... Human brain mapping 38 (3), 1208-1223, 2017 | 26 | 2017 |
| Automatic ROI selection in structural brain MRI using SOM 3D projection A Ortiz, JM Górriz, J Ramirez, FJ Martinez-Murcia, ... PloS one 9 (4), 2014 | 26 | 2014 |
| A spherical brain mapping of MR images for the detection of Alzheimer’s disease F J Martinez-Murcia, J M Górriz, J Ramírez, A Ortiz, ... Current Alzheimer Research 13 (5), 575-588, 2016 | 25 | 2016 |
| Case-based statistical learning: a non-parametric implementation with a conditional-error rate SVM JM Górriz, J Ramírez, J Suckling, IA Illán, A Ortiz, FJ Martínez-Murcia, ... IEEE Access 5, 11468-11478, 2017 | 23 | 2017 |
| A Structural Parametrization of the Brain Using Hidden Markov Models-Based Paths in Alzheimer’s Disease FJ Martínez-Murcia, JM Górriz, J Ramírez, A Ortiz International Journal of Neural Systems 26, 1650024, 2016 | 22 | 2016 |
| Convolutional neural networks for neuroimaging in Parkinson’s disease: is preprocessing needed? FJ Martinez-Murcia, JM Górriz, J Ramírez, A Ortiz International journal of neural systems 28 (10), 1850035, 2018 | 21 | 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, ... International Work-Conference on the Interplay Between Natural and …, 2017 | 16 | 2017 |
| Automated diagnosis of parkinsonian syndromes by deep sparse filtering-based features A Ortiz, FJ Martínez-Murcia, MJ García-Tarifa, F Lozano, JM Górriz, ... International Conference on Innovation in Medicine and Healthcare, 249-258, 2016 | 15 | 2016 |
| Using deep neural networks along with dimensionality reduction techniques to assist the diagnosis of neurodegenerative disorders F Segovia, JM Górriz, J Ramírez, FJ Martínez-Murcia, M García-Pérez Logic Journal of the IGPL 26 (6), 618-628, 2018 | 14 | 2018 |
| 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 | 13 | 2018 |
| Multivariate analysis of 18F-DMFP pet data to assist the diagnosis of Parkinsonism F Segovia, JM Górriz, J Ramírez, FJ Martínez-Murcia, J Levin, ... Frontiers in neuroinformatics 11, 23, 2017 | 13 | 2017 |
| Learning longitudinal MRI patterns by SICE and deep learning: Assessing the Alzheimer’s disease progression A Ortiz, J Munilla, FJ Martínez-Murcia, JM Górriz, J Ramírez, ... Annual Conference on Medical Image Understanding and Analysis, 413-424, 2017 | 12 | 2017 |
Juan Manuel Gorriz-SaezFull Professor at University of Granada; Visiting Professor at University of CambridgeDirección de correo verificada de ugr.es
![Meng-Chuan Lai [賴孟泉]](https://scholar.googleusercontent.com/citations?view_op=small_photo&user=G_U8QgMAAAAJ&citpid=3)
