| Solving the EEG inverse problem based on space–time–frequency structured sparsity constraints S Castaño-Candamil, J Höhne, JD Martínez-Vargas, XW An, ... NeuroImage 118, 598-612, 2015 | 93 | 2015 |
| Reconstruction of neural activity from EEG data using dynamic spatiotemporal constraints E Giraldo-Suarez, JD Martínez-Vargas, G Castellanos-Dominguez International Journal of Neural Systems 26 (07), 1650026, 2016 | 44 | 2016 |
| Emotion discrimination using spatially compact regions of interest extracted from imaging EEG activity JI Padilla-Buritica, JD Martinez-Vargas, G Castellanos-Dominguez Frontiers in computational neuroscience 10, 55, 2016 | 37 | 2016 |
| Improved localization of seizure onset zones using spatiotemporal constraints and time-varying source connectivity JD Martinez-Vargas, G Strobbe, K Vonck, P Van Mierlo, ... Frontiers in Neuroscience 11, 156, 2017 | 32 | 2017 |
| Detection of obstructive sleep apnoea using dynamic filter-banked features JD Martínez-Vargas, LM Sepúlveda-Cano, C Travieso-Gonzalez, ... Expert Systems with Applications 39 (10), 9118-9128, 2012 | 22 | 2012 |
| Time–frequency based feature selection for discrimination of non-stationary biosignals J D Martínez-Vargas, J I Godino-Llorente, G Castellanos‐Dominguez EURASIP Journal on Advances in Signal Processing 2012, 1-18, 2012 | 19 | 2012 |
| Students' attention monitoring system in learning environments based on artificial intelligence DFT Arciniegas, M Amaya, AP Carvajal, PA Rodriguez-Marin, ... IEEE Latin America Transactions 20 (1), 126-132, 2021 | 17 | 2021 |
| Comparative analysis of time frequency representations for discrimination of epileptic activity in EEG signals JD Martinez-Vargas, LD Avendano-Valencia, E Giraldo, ... 2011 5th International IEEE/EMBS Conference on Neural Engineering, 148-151, 2011 | 15 | 2011 |
| Influence of Patient‐Specific Head Modeling on EEG Source Imaging Y Céspedes-Villar, JD Martinez-Vargas, G Castellanos-Dominguez Computational and Mathematical Methods in Medicine 2020 (1), 5076865, 2020 | 14 | 2020 |
| Local binary fitting energy solution by graph cuts for MRI segmentation D Cardenas-Peña, JD Martínez-Vargas, G Castellanos-Dominguez 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 13 | 2013 |
| Enhanced data covariance estimation using weighted combination of multiple Gaussian kernels for improved M/EEG source localization JD Martínez-Vargas, L Duque-Muñoz, F Vargas-Bonilla, JD López, ... International journal of neural systems 29 (06), 1950001, 2019 | 12 | 2019 |
| Complexity-based analysis for the detection of heart murmurs JA Gomez-Garcia, JD Martínez-Vargas, G Castellanos-Dominguez 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011 | 11 | 2011 |
| Missing data estimation in a low-cost sensor network for measuring air quality: A case study in Aburrá Valley LM Rivera-Muñoz, JD Gallego-Villada, AF Giraldo-Forero, ... Water, Air, & Soil Pollution 232, 1-15, 2021 | 10 | 2021 |
| Identification of relevant inter-channel EEG connectivity patterns: a kernel-based supervised approach JV Hurtado-Rincón, JD Martínez-Vargas, S Rojas-Jaramillo, E Giraldo, ... Brain Informatics and Health: International Conference, BIH 2016, Omaha, NE …, 2016 | 10 | 2016 |
| Non-linear parameter estimates from non-stationary MEG data JD Martínez-Vargas, JD López, A Baker, G Castellanos-Dominguez, ... Frontiers in Neuroscience 10, 366, 2016 | 9 | 2016 |
| Deep matrix factorization models for estimation of missing data in a low-cost sensor network to measure air quality LM Rivera-Muñoz, AF Giraldo-Forero, JD Martinez-Vargas Ecological Informatics 71, 101775, 2022 | 7 | 2022 |
| Aplicación web para el análisis de emociones y atención de estudiantes A Piedrahíta-Carvajal, PA Rodríguez-Marín, DF Terraza-Arciniegas, ... TecnoLógicas 24 (51), 62-76, 2021 | 7 | 2021 |
| Classification of epileptic seizures based on cnn and guided back-propagation for interpretation analysis Y Jaramillo-Munera, LM Sepulveda-Cano, AE Castro-Ospina, ... International Conference on Smart Technologies, Systems and Applications …, 2022 | 6 | 2022 |
| Graph-based audio classification using pre-trained models and graph neural networks AE Castro-Ospina, MA Solarte-Sanchez, LS Vega-Escobar, C Isaza, ... Sensors 24 (7), 2106, 2024 | 5 | 2024 |
| Automatic detection of focal cortical dysplasia using MRI: a systematic review D Jiménez-Murillo, AE Castro-Ospina, L Duque-Munoz, ... Sensors 23 (16), 7072, 2023 | 5 | 2023 |
G. Castellanos-DominguezUniversidad Nacional de ColombiaGeverifieerd e-mailadres voor unal.edu.co