Digital image analysis for automatic enumeration of malaria parasites using morphological operations JE Arco, JM Górriz, J Ramírez, I Álvarez, CG Puntonet Expert Systems with Applications 42 (6), 3041-3047, 2015 | 110 | 2015 |
Uncertainty-aware semi-supervised method using large unlabeled and limited labeled COVID-19 data R Alizadehsani, D Sharifrazi, NH Izadi, JH Joloudari, A Shoeibi, JM Gorriz, ... ACM Transactions on Multimedia Computing, Communications, and Applications …, 2021 | 72 | 2021 |
Data fusion based on searchlight analysis for the prediction of Alzheimer’s disease JE Arco, J Ramírez, JM Górriz, M Ruz, ... Expert Systems with Applications 185, 115549, 2021 | 43 | 2021 |
Uncertainty-driven ensembles of multi-scale deep architectures for image classification JE Arco, A Ortiz, J Ramirez, FJ Martinez-Murcia, YD Zhang, JM Gorriz Information Fusion 89, 53-65, 2023 | 32 | 2023 |
Influence of activation pattern estimates and statistical significance tests in fMRI decoding analysis JE Arco, C González-García, P Díaz-Gutiérrez, J Ramírez, M Ruz Journal of Neuroscience Methods 308, 248-260, 2018 | 28 | 2018 |
Encoding, preparation and implementation of novel complex verbal instructions C González-García, JE Arco, AF Palenciano, J Ramírez, M Ruz NeuroImage 148, 264-273, 2017 | 28 | 2017 |
Representational organization of novel task sets during proactive encoding AF Palenciano, C González-García, JE Arco, L Pessoa, M Ruz Journal of Neuroscience 39 (42), 8386-8397, 2019 | 25 | 2019 |
Transient and sustained control mechanisms supporting novel instructed behavior AF Palenciano, C González-García, JE Arco, M Ruz Cerebral Cortex, 3948-3960, 2019 | 21 | 2019 |
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 | 19 | 2023 |
Short-term prediction of MCI to AD conversion based on longitudinal MRI analysis and neuropsychological tests JE Arco, J Ramírez, JM Górriz, CG Puntonet, M Ruz Innovation in Medicine and Healthcare 2015, 385-394, 2016 | 19 | 2016 |
Improving short-term prediction from MCI to AD by applying searchlight analysis JE Arco, J Ramírez, CG Puntonet, JM Górriz, M Ruz 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 10-13, 2016 | 15 | 2016 |
Tiled sparse coding in eigenspaces for image classification JE Arco, A Ortiz, J Ramírez, YD Zhang, JM Górriz International Journal of Neural Systems 32 (03), 2250007, 2022 | 14 | 2022 |
Using explainable artificial intelligence in the clock drawing test to reveal the cognitive impairment pattern C Jiménez-Mesa, JE Arco, M Valentí-Soler, B Frades-Payo, ... International Journal of Neural Systems 33 (04), 2350015, 2023 | 11 | 2023 |
Quantifying inter-hemispheric differences in Parkinson’s disease using siamese networks JE Arco, A Ortiz, D Castillo-Barnes, JM Górriz, J Ramírez International Work-Conference on the Interplay Between Natural and …, 2022 | 10 | 2022 |
Enhancing multimodal patterns in neuroimaging by siamese neural networks with self-attention mechanism JE Arco, A Ortiz, NJ Gallego-Molina, JM Górriz, J Ramírez International Journal of Neural Systems 33 (04), 2350019, 2023 | 9 | 2023 |
Atlas-based classification algorithms for identification of informative brain regions in fMRI data JE Arco, P Díaz-Gutiérrez, J Ramírez, M Ruz Neuroinformatics, 2019 | 9 | 2019 |
Probabilistic combination of non-linear eigenprojections for ensemble classification JE Arco, A Ortiz, J Ramírez, FJ Martínez-Murcia, YD Zhang, J Broncano, ... IEEE Transactions on Emerging Topics in Computational Intelligence, 2022 | 5 | 2022 |
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, ... International Work-Conference on the Interplay Between Natural and …, 2022 | 5 | 2022 |
Probabilistic combination of eigenlungs-based classifiers for COVID-19 diagnosis in chest CT images JE Arco, A Ortiz, J Ramírez, FJ Martínez-Murcia, YD Zhang, J Broncano, ... arXiv preprint arXiv:2103.02961, 2021 | 5 | 2021 |
Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to covid-19 diagnosis in chest x-ray images JE Arco, A Ortiz, J Ramirez, FJ Martínez-Murcia, YD Zhang, JM Gorriz arXiv preprint arXiv:2011.14894, 2020 | 5 | 2020 |