| 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 | 77 | 2023 |
| Complex network modeling of EEG band coupling in dyslexia: An exploratory analysis of auditory processing and diagnosis NJ Gallego-Molina, A Ortiz, FJ Martínez-Murcia, MA Formoso, A Giménez Knowledge-Based Systems 240, 108098, 2022 | 23 | 2022 |
| Detecting phase-synchrony connectivity anomalies in EEG signals. Application to dyslexia diagnosis MA Formoso, A Ortiz, FJ Martinez-Murcia, N Gallego, JL Luque Sensors 21 (21), 7061, 2021 | 16 | 2021 |
| 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 | 13 | 2023 |
| Assessing functional brain network dynamics in dyslexia from FNIRS data NJ Gallego-Molina, A Ortiz, FJ Martínez-Murcia, I Rodríguez-Rodríguez, ... International Journal of Neural Systems 33 (04), 2350017, 2023 | 4 | 2023 |
| EEG interchannel causality to identify source/sink phase connectivity patterns in developmental dyslexia I Rodríguez-Rodríguez, A Ortiz, NJ Gallego-Molina, MA Formoso, ... International Journal of Neural Systems 33 (04), 2350020, 2023 | 4 | 2023 |
| Unraveling dyslexia-related connectivity patterns in EEG signals by holo-Hilbert spectral analysis NJ Gallego-Molina, A Ortiz, FJ Martínez-Murcia, I Rodríguez-Rodríguez International Work-Conference on the Interplay Between Natural and …, 2022 | 4 | 2022 |
| Towards mixed mode biomarkers: Combining structural and functional information by deep learning A Ortiz, JE Arco, MA Formoso, NJ Gallego-Molina, I Rodríguez-Rodríguez, ... International Work-Conference on the Interplay Between Natural and …, 2022 | 3 | 2022 |
| Temporal EigenPAC for dyslexia diagnosis N Gallego-Molina, M Formoso, A Ortiz, FJ Martínez-Murcia, JL Luque | 3 | 2021 |
| Identifying HRV patterns in ECG signals as early markers of dementia JE Arco, NJ Gallego-Molina, A Ortiz, K Arroyo-Alvis, PJ López-Pérez Expert Systems with Applications 243, 122934, 2024 | 2 | 2024 |
| Inter-channel Granger causality for estimating EEG phase connectivity patterns in dyslexia I Rodríguez-Rodríguez, A Ortiz, MA Formoso, NJ Gallego-Molina, ... International Work-Conference on the Interplay Between Natural and …, 2022 | 2 | 2022 |
| Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis MA Formoso, A Ortiz, FJ Martínez-Murcia, N Gallego-Molina, JL Luque, ... International Conference on Bioengineering and Biomedical Signal and Image …, 2021 | 2 | 2021 |
| Unraveling Brain Synchronisation Dynamics by Explainable Neural Networks using EEG Signals: Application to Dyslexia Diagnosis NJ Gallego-Molina, A Ortiz, JE Arco, FJ Martinez-Murcia, WL Woo Interdisciplinary Sciences: Computational Life Sciences, 1-14, 2024 | | 2024 |
| Visualizing Brain Synchronization: An Explainable Representation of Phase-Amplitude Coupling A Ortiz, NJ Gallego-Molina, D Castillo-Barnes, I Rodríguez-Rodríguez, ... International Work-Conference on the Interplay Between Natural and …, 2024 | | 2024 |
| A Survey on EEG Phase Amplitude Coupling to Speech Rhythm for the Prediction of Dyslexia N Gallego-Molina, FJ Martínez-Murcia, MA Formoso, D Castillo-Barnes, ... International Work-Conference on the Interplay Between Natural and …, 2024 | | 2024 |
| Enhancing Intensity Differences in EEG Cross-Frequency Coupling Maps for Dyslexia Detection D Castillo-Barnes, A Ortiz, P Stabile, NJ Gallego-Molina, P Figueiredo, ... International Work-Conference on the Interplay Between Natural and …, 2024 | | 2024 |
| Explainable Exploration of the Interplay Between HRV Features and EEG Local Connectivity Patterns in Dyslexia MA Formoso, NJ Gallego-Molina, A Ortiz, I Rodríguez-Rodríguez, ... International Work-Conference on the Interplay Between Natural and …, 2024 | | 2024 |
| Extracting Heart Rate Variability from NIRS Signals for an Explainable Detection of Learning Disorders JE Arco, NJ Gallego-Molina, PJ López-Pérez, J Ramírez, JM Górriz, ... International Work-Conference on the Interplay Between Natural and …, 2024 | | 2024 |
| Enhancing Neuronal Coupling Estimation by NIRS/EEG Integration NJ Gallego-Molina, A Ortiz, MA Formoso, FJ Martínez-Murcia, WL Woo International Work-Conference on the Interplay Between Natural and …, 2024 | | 2024 |
| Causal Mechanisms of Dyslexia via Connectogram Modeling of Phase Synchrony I Rodríguez-Rodríguez, A Ortiz, MA Formoso, NJ Gallego-Molina, ... International Work-Conference on the Interplay Between Natural and …, 2024 | | 2024 |
Andrés OrtizFull Professor at University of Málaga. BioSiP Lab在 ic.uma.es 的电子邮件经过验证
