| Advances in multimodal data fusion in neuroimaging: Overview, challenges, and novel orientation YD Zhang, Z Dong, SH Wang, X Yu, X Yao, Q Zhou, H Hu, M Li, ... Information Fusion 64, 149-187, 2020 | 402 | 2020 |
| 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 | 118 | 2023 |
| Statistical agnostic mapping: A framework in neuroimaging based on concentration inequalities JM Gorriz, C Jimenez-Mesa, R Romero-Garcia, F Segovia, J Ramirez, ... Information Fusion, 2020 | 36 | 2020 |
| A non-parametric statistical inference framework for Deep Learning in current neuroimaging C Jimenez-Mesa, J Ramirez, J Suckling, J Vöglein, J Levin, JM Gorriz, ... Information Fusion, 2022 | 35* | 2022 |
| Optimized One vs One approach in multiclass classification for early Alzheimer’s disease and mild cognitive impairment diagnosis C Jimenez-Mesa, IA Illán, A Martin-Martin, D Castillo-Barnes, ... IEEE Access 8, 96981-96993, 2020 | 33 | 2020 |
| A connection between pattern classification by machine learning and statistical inference with the General Linear Model JM Górriz, C Jiménez-Mesa, F Segovia, J Ramirez, S Group, J Suckling IEEE Journal of Biomedical and Health Informatics 26 (11), 5332-5343, 2021 | 22 | 2021 |
| Granger causality-based information fusion applied to electrical measurements from power transformers J Rodriguez-Rivero, J Ramirez, FJ Martínez-Murcia, F Segovia, A Ortiz, ... Information Fusion 57, 59-70, 2020 | 17 | 2020 |
| Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern C Jimenez-Mesa, JE Arco, M Valentí-Soler, B Frades-Payo, ... International Journal of Neural Systems 33 (04), 2350015, 2023 | 16 | 2023 |
| Quantifying Differences Between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images D Castillo-Barnes, C Jimenez-Mesa, FJ Martinez-Murcia, ... International Journal of Neural Systems 32 (05), 2250019, 2022 | 15 | 2022 |
| Applications of machine learning and deep learning in SPECT and PET imaging: General overview, challenges and future prospects C Jimenez-Mesa, JE Arco, FJ Martinez-Murcia, J Suckling, J Ramirez, ... Pharmacological Research 197, 106984, 2023 | 13 | 2023 |
| Automatic Classification System for Diagnosis of Cognitive Impairment Based on the Clock-Drawing Test C Jimenez-Mesa, JE Arco, M Valentí-Soler, B Frades-Payo, ... Artificial Intelligence in Neuroscience: Affective Analysis and Health …, 2022 | 10 | 2022 |
| Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson's Disease Using Multimodal Data D Castillo-Barnes, FJ Martinez-Murcia, C Jimenez-Mesa, JE Arco, ... International journal of neural systems 33 (8), 2350041, 2023 | 9 | 2023 |
| Compact modeling of the effects of illumination on the contact region of organic phototransistors A Romero, C Jiménez, J González, P López-Varo, MJ Deen, ... Organic Electronics 70, 113-121, 2019 | 9 | 2019 |
| Analyzing Statistical Inference Maps Using MRI Images for Parkinson’s Disease C Jimenez-Mesa, D Castillo-Barnes, JE Arco, F Segovia, J Ramirez, ... Artificial Intelligence in Neuroscience: Affective Analysis and Health …, 2022 | 5 | 2022 |
| Bridging Imaging and Clinical Scores in Parkinson's Progression Via Multimodal Self-Supervised Deep Learning. FJ Martinez-Murcia, JE Arco, C Jimenez-Mesa, F Segovia, IA Illan, ... International Journal of Neural Systems, 2450043-2450043, 2024 | 3 | 2024 |
| Machine learning in small sample neuroimaging studies: Novel measures for schizophrenia analysis C Jimenez‐Mesa, J Ramirez, Z Yi, C Yan, R Chan, GK Murray, JM Gorriz, ... Human Brain Mapping 45 (5), e26555, 2024 | 3 | 2024 |
| Evaluating Intensity Concentrations During the Spatial Normalization of Functional Images for Parkinson’s Disease D Castillo-Barnes, JE Arco, C Jimenez-Mesa, J Ramirez, JM Górriz, ... Artificial Intelligence in Neuroscience: Affective Analysis and Health …, 2022 | 3 | 2022 |
| CAD System for Parkinson’s Disease with Penalization of Non-significant or High-Variability Input Data Sources D Castillo-Barnes, J Merino-Chica, R Garcia-Diaz, C Jimenez-Mesa, ... Artificial Intelligence in Neuroscience: Affective Analysis and Health …, 2022 | 3 | 2022 |
| Statistical Agnostic Regression: a machine learning method to validate regression models JM Gorriz, J Ramirez, F Segovia, FJ Martínez-Murcia, C Jiménez-Mesa, ... arXiv preprint arXiv:2402.15213, 2024 | 1 | 2024 |
| Standardization of Agnostic Learning Techniques in Neuroimaging: a Case Study in EEG C Jimenez-Mesa, JM Peñalver, D Lopez-Garcia, J Ramirez, ... 2022 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2022 | 1 | 2022 |
Juan Manuel GorrizFull Professor at University of GranadaVerified email at ugr.es
