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ORCIDJuan David Martínez-Vargas
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2020 – today
- 2024
[j11]Andrés Eduardo Castro-Ospina
, Paula A. Rodríguez Marín, José David López, Juan David Martínez-Vargas:
Leveraging time-based acoustic patterns for ecosystem analysis. Neural Comput. Appl. 36(32): 20513-20526 (2024)- [j10]Andrés Eduardo Castro-Ospina, Miguel Angel Solarte-Sanchez, Laura Stella Vega-Escobar, Claudia Isaza, Juan David Martínez-Vargas:
Graph-Based Audio Classification Using Pre-Trained Models and Graph Neural Networks. Sensors 24(7): 2106 (2024) - [j9]Daniel Alexis Nieto-Mora, Maria Cristina Ferreira de Oliveira, Camilo Sánchez-Giraldo, Leonardo Duque-Muñoz, Claudia Victoria Isaza Narvaez, Juan David Martínez-Vargas:
Soundscape Characterization Using Autoencoders and Unsupervised Learning. Sensors 24(8): 2597 (2024) - 2023
- [j8]David Jiménez-Murillo, Andrés Eduardo Castro-Ospina, Leonardo Duque-Muñoz, Juan David Martínez-Vargas, Jazmín Ximena Suárez-Revelo, Jorge Mario Vélez-Arango, María de la Iglesia-Vayá:
Automatic Detection of Focal Cortical Dysplasia Using MRI: A Systematic Review. Sensors 23(16): 7072 (2023) - 2022
- [c22]Andrés Quintero-Zea, Juan David Martínez-Vargas, Diana Gómez, Natalia Trujillo, José David López:
Classification of Psychophysiological Patterns During Emotional Processing Using SVM. IWINAC (1) 2022: 485-493 - 2020
- [j7]Yohan Ricardo Céspedes Villar, Juan David Martínez-Vargas, Germán Castellanos-Domínguez:
Influence of Patient-Specific Head Modeling on EEG Source Imaging. Comput. Math. Methods Medicine 2020: 5076865:1-5076865:15 (2020)
2010 – 2019
- 2019
- [j6]Juan David Martínez-Vargas, Leonardo Duque-Muñoz, Jesús Francisco Vargas-Bonilla, José David López, Germán Castellanos-Domínguez:
Enhanced Data Covariance Estimation Using Weighted Combination of Multiple Gaussian Kernels for Improved M/EEG Source Localization. Int. J. Neural Syst. 29(6): 1950001:1-1950001:15 (2019) - 2018
- [c21]Pablo Andrés Muñoz-Gutiérrez, Juan David Martínez-Vargas, Sergio García-Vega, Eduardo Giraldo, Germán Castellanos-Domínguez:
EEG Based Brain Mapping by Using Frequency-Spatio-Temporal Constraints. BI 2018: 13-21 - [c20]Juan David Martínez-Vargas, Daniel Alexis Nieto-Mora, Pablo Andrés Muñoz-Gutiérrez, Y. R. Céspedes-Villar, Eduardo Giraldo, Germán Castellanos-Domínguez:
Assessment of Source Connectivity for Emotional States Discrimination. BI 2018: 63-73 - 2017
- [c19]Jorge Ivan Padilla-Buriticá, Juan David Martínez-Vargas, A. Suárez-Ruiz, José Manuel Ferrández, Germán Castellanos-Domínguez:
Spatial Resolution of EEG Source Reconstruction in Assessing Brain Connectivity Analysis. IWINAC (2) 2017: 77-86 - [c18]Leonardo Duque-Muñoz, Juan David Martínez-Vargas, Germán Castellanos-Domínguez, Jesús Francisco Vargas-Bonilla, José David López:
Non-linear Covariance Estimation for Reconstructing Neural Activity with MEG/EEG Data. IWINAC (1) 2017: 334-344 - [c17]E. Cuartas-Morales, Y. R. Céspedes-Villar, Juan David Martínez-Vargas, L. F. Arteaga-Daza, César Germán Castellanos-Domínguez:
Influence of Population Dependent Forward Models on Distributed EEG Source Reconstruction. IWINAC (1) 2017: 374-383 - [c16]Fily Mateos Grisales-Franco, J. M. Medina-Salcedo, D. M. Ovalle-Martínez, Juan David Martínez-Vargas, Daniel Guillermo García-Murillo, Germán Castellanos-Domínguez:
EEG Source Imaging Based on Dynamic Sparse Coding as ADHD Biomarker. IWINAC (1) 2017: 416-425 - [c15]Juan David Martínez-Vargas, José David López, Felipe Rendón-Castrillón, Gregor Strobbe, Pieter van Mierlo, Germán Castellanos-Domínguez, Diana Ovalle-Martínez:
Identification of Nonstationary Brain Networks Using Time-Variant Autoregressive Models. IWINAC (1) 2017: 426-434 - 2016
- [j5]Jorge I. Padilla-Buritica, Juan David Martínez-Vargas, Germán Castellanos-Domínguez:
Emotion Discrimination Using Spatially Compact Regions of Interest Extracted from Imaging EEG Activity. Frontiers Comput. Neurosci. 10: 55 (2016) - [j4]E. Giraldo-Suárez, Juan David Martínez-Vargas, Germán Castellanos-Domínguez:
Reconstruction of Neural Activity from EEG Data Using Dynamic Spatiotemporal Constraints. Int. J. Neural Syst. 26(7): 1650026:1-1650026:15 (2016) - [c14]Juana Valeria Hurtado-Rincón, Juan David Martínez-Vargas, Sebastian Rojas-Jaramillo, Eduardo Giraldo, Germán Castellanos-Domínguez:
Identification of Relevant Inter-channel EEG Connectivity Patterns: A Kernel-Based Supervised Approach. BIH 2016: 14-23 - 2015
- [j3]Sebastián Castaño-Candamil, Johannes Höhne, Juan David Martínez-Vargas, Xing-Wei An, Germán Castellanos-Domínguez, Stefan Haufe:
Solving the EEG inverse problem based on space-time-frequency structured sparsity constraints. NeuroImage 118: 598-612 (2015) - [c13]Juan David Martínez-Vargas, Cristian Castro Hoyos, Jairo Jose Espinosa-Oviedo, A. M. Álvarez-Mesa, Germán Castellanos-Domínguez:
Single-Channel Separation Between Stationary and Non-stationary Signals Using Relevant Information. IbPRIA 2015: 452-459 - [c12]Juan David Martínez-Vargas, Fily Mateos Grisales-Franco, Germán Castellanos-Domínguez:
Estimation of M/EEG Non-stationary Brain Activity Using Spatio-temporal Sparse Constraints. IWINAC (1) 2015: 429-438 - 2014
- [c11]Cristian Castro Hoyos, Fily Mateos Grisales-Franco, Juan David Martínez-Vargas, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Stationary Signal Separation Using Multichannel Local Segmentation. CIARP 2014: 183-190 - [c10]Juan David Martínez-Vargas, Cristian Castro Hoyos, Germán Castellanos-Domínguez:
Entropy-based multichannel measure of stationarity for characterization of motor imagery patterns. EMBC 2014: 1469-1472 - [c9]Andrés Orozco-Duque, Juan David Martínez-Vargas, Daniel Novák, John Bustamante, Germán Castellanos-Domínguez:
Feature selection for discrimination of fractionation levels in atrial electrograms. EMBC 2014: 1595-1598 - [c8]Juan David Martínez-Vargas, J. Sebastián Castaño-Candamil, Germán Castellanos-Domínguez:
Identification of brain networks using time-varying spatial constraints of neural activity reconstruction. EMBC 2014: 2789-2792 - [c7]Juan David Martínez-Vargas, Cristian Castro Hoyos, Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Recursive Separation of Stationary Components by Subspace Projection and Stochastic Constraints. ICPR 2014: 3469-3474 - 2013
- [c6]David Cárdenas-Peña, Juan David Martínez-Vargas, Germán Castellanos-Domínguez:
Local binary fitting energy solution by graph cuts for MRI segmentation. EMBC 2013: 5131-5134 - 2012
- [j2]Juan David Martínez-Vargas, Juan Ignacio Godino-Llorente, Germán Castellanos-Domínguez:
Time-frequency based feature selection for discrimination of non-stationary biosignals. EURASIP J. Adv. Signal Process. 2012: 219 (2012) - [j1]Juan David Martínez-Vargas, Lina María Sepúlveda-Cano, Carlos Manuel Travieso-González, Germán Castellanos-Domínguez:
Detection of obstructive sleep apnoea using dynamic filter-banked features. Expert Syst. Appl. 39(10): 9118-9128 (2012) - [c5]David Cárdenas-Peña, Juan David Martínez-Vargas, Germán Castellanos-Domínguez:
Extraction of Stationary Spectral Components Using Stochastic Variability. CIARP 2012: 765-772 - [c4]Juan David Martínez-Vargas, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Extraction of stationary components in biosignal discrimination. EMBC 2012: 1-4 - [c3]Diego Hernán Peluffo-Ordóñez, Juan David Martínez-Vargas, Germán Castellanos-Domínguez:
Effect of latency on clustering of P300 recordings for ADHD discrimination. EMBC 2012: 5202-5205 - 2011
- [c2]Jorge Andrés Gómez García, Juan David Martínez-Vargas, Germán Castellanos-Domínguez:
Complexity-based analysis for the detection of heart murmurs. EMBC 2011: 2728-2731 - [c1]Juan David Martínez-Vargas, Lina María Sepúlveda-Cano, Germán Castellanos-Domínguez:
On determining available stochastic features by spectral splitting in obstructive sleep apnea detection. EMBC 2011: 6079-6082
Coauthor Index
aka: César Germán Castellanos-Domínguez
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