Complexity-based analysis for the detection of heart murmurs. - Jorge Andrés Gómez García; Juan David Martínez-Vargas; Germán Castellanos-Domínguez (EMBC, 2011)

On determining available stochastic features by spectral splitting in obstructive sleep apnea detection. - Juan David Martínez-Vargas; Lina María Sepúlveda-Cano; Germán Castellanos-Domínguez (EMBC, 2011)

Extraction of Stationary Spectral Components Using Stochastic Variability. - David Cárdenas-Peña; Juan David Martínez-Vargas; Germán Castellanos-Domínguez (CIARP, 2012)

Extraction of stationary components in biosignal discrimination. - Juan David Martínez-Vargas; David Cárdenas-Peña; Germán Castellanos-Domínguez (EMBC, 2012)

Effect of latency on clustering of P300 recordings for ADHD discrimination. - Diego Hernán Peluffo-Ordóñez; Juan David Martínez-Vargas; Germán Castellanos-Domínguez (EMBC, 2012)

Time-frequency based feature selection for discrimination of non-stationary biosignals. - Juan David Martínez-Vargas; Juan Ignacio Godino-Llorente; Germán Castellanos-Domínguez (EURASIP J. Adv. Signal Process., 2012)

Detection of obstructive sleep apnoea using dynamic filter-banked features. - Juan David Martínez-Vargas; Lina María Sepúlveda-Cano; Carlos Manuel Travieso-González; Germán Castellanos-Domínguez (Expert Syst. Appl., 2012)

Local binary fitting energy solution by graph cuts for MRI segmentation. - David Cárdenas-Peña; Juan David Martínez-Vargas; Germán Castellanos-Domínguez (EMBC, 2013)

Stationary Signal Separation Using Multichannel Local Segmentation. - Cristian Castro Hoyos; Fily Mateos Grisales-Franco; Juan David Martínez-Vargas; Carlos Daniel Acosta-Medina; Germán Castellanos-Domínguez (CIARP, 2014)

Entropy-based multichannel measure of stationarity for characterization of motor imagery patterns. - Juan David Martínez-Vargas; Cristian Castro Hoyos; Germán Castellanos-Domínguez (EMBC, 2014)

Identification of brain networks using time-varying spatial constraints of neural activity reconstruction. - Juan David Martínez-Vargas; J. Sebastián Castaño-Candamil; Germán Castellanos-Domínguez (EMBC, 2014)

Feature selection for discrimination of fractionation levels in atrial electrograms. - Andrés Orozco-Duque; Juan David Martínez-Vargas; Daniel Novák; John Bustamante; Germán Castellanos-Domínguez (EMBC, 2014)

Recursive Separation of Stationary Components by Subspace Projection and Stochastic Constraints. - Juan David Martínez-Vargas; Cristian Castro Hoyos; Andrés Marino Álvarez-Meza; Carlos Daniel Acosta-Medina; Germán Castellanos-Domínguez (ICPR, 2014)

Single-Channel Separation Between Stationary and Non-stationary Signals Using Relevant Information. - Juan David Martínez-Vargas; Cristian Castro Hoyos; Jairo Jose Espinosa-Oviedo; A. M. Álvarez-Mesa; Germán Castellanos-Domínguez (IbPRIA, 2015)

Estimation of M/EEG Non-stationary Brain Activity Using Spatio-temporal Sparse Constraints. - Juan David Martínez-Vargas; Fily Mateos Grisales-Franco; Germán Castellanos-Domínguez (IWINAC (1), 2015)

Solving the EEG inverse problem based on space-time-frequency structured sparsity constraints. - Sebastián Castaño-Candamil; Johannes Höhne; Juan David Martínez-Vargas; Xing-Wei An; Germán Castellanos-Domínguez; Stefan Haufe (NeuroImage, 2015)

Identification of Relevant Inter-channel EEG Connectivity Patterns: A Kernel-Based Supervised Approach. - Juana Valeria Hurtado-Rincón; Juan David Martínez-Vargas; Sebastian Rojas-Jaramillo; Eduardo Giraldo 001; Germán Castellanos-Domínguez (BIH, 2016)

Emotion Discrimination Using Spatially Compact Regions of Interest Extracted from Imaging EEG Activity. - Jorge I. Padilla-Buritica; Juan David Martínez-Vargas; Germán Castellanos-Domínguez (Frontiers Comput. Neurosci., 2016)

Reconstruction of Neural Activity from EEG Data Using Dynamic Spatiotemporal Constraints. - E. Giraldo-Suárez; Juan David Martínez-Vargas; Germán Castellanos-Domínguez (Int. J. Neural Syst., 2016)

Influence of Population Dependent Forward Models on Distributed EEG Source Reconstruction. - E. Cuartas-Morales; Y. R. Céspedes-Villar; Juan David Martínez-Vargas; L. F. Arteaga-Daza; César Germán Castellanos-Domínguez (IWINAC (1), 2017)

Non-linear Covariance Estimation for Reconstructing Neural Activity with MEG/EEG Data. - Leonardo Duque-Muñoz; Juan David Martínez-Vargas; Germán Castellanos-Domínguez; Jesús Francisco Vargas-Bonilla; José David López (IWINAC (1), 2017)

EEG Source Imaging Based on Dynamic Sparse Coding as ADHD Biomarker. - Fily Mateos Grisales-Franco; J. M. Medina-Salcedo; D. M. Ovalle-Martínez; Juan David Martínez-Vargas; Daniel Guillermo García-Murillo; Germán Castellanos-Domínguez (IWINAC (1), 2017)

Identification of Nonstationary Brain Networks Using Time-Variant Autoregressive Models. - Juan David Martínez-Vargas; José David López; Felipe Rendón-Castrillón; Gregor Strobbe; Pieter van Mierlo; Germán Castellanos-Domínguez; Diana Ovalle-Martínez (IWINAC (1), 2017)

Spatial Resolution of EEG Source Reconstruction in Assessing Brain Connectivity Analysis. - Jorge Ivan Padilla-Buriticá; Juan David Martínez-Vargas; A. Suárez-Ruiz; José Manuel Ferrández; Germán Castellanos-Domínguez (IWINAC (2), 2017)

Assessment of Source Connectivity for Emotional States Discrimination. - Juan David Martínez-Vargas; Daniel Alexis Nieto-Mora; Pablo Andrés Muñoz-Gutiérrez; Y. R. Céspedes-Villar; Eduardo Giraldo 001; Germán Castellanos-Domínguez (BI, 2018)

EEG Based Brain Mapping by Using Frequency-Spatio-Temporal Constraints. - Pablo Andrés Muñoz-Gutiérrez; Juan David Martínez-Vargas; Sergio García-Vega; Eduardo Giraldo 001; Germán Castellanos-Domínguez (BI, 2018)

Enhanced Data Covariance Estimation Using Weighted Combination of Multiple Gaussian Kernels for Improved M/EEG Source Localization. - Juan David Martínez-Vargas; Leonardo Duque-Muñoz; Jesús Francisco Vargas-Bonilla; José David López; Germán Castellanos-Domínguez (Int. J. Neural Syst., 2019)

Influence of Patient-Specific Head Modeling on EEG Source Imaging. - Yohan Ricardo Céspedes Villar; Juan David Martínez-Vargas; Germán Castellanos-Domínguez (Comput. Math. Methods Medicine, 2020)

Classification of Psychophysiological Patterns During Emotional Processing Using SVM. - Andrés Quintero-Zea; Juan David Martínez-Vargas; Diana Gómez; Natalia Trujillo; José David López (IWINAC (1), 2022)

Automatic Detection of Focal Cortical Dysplasia Using MRI: A Systematic Review. - 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 (Sensors, 2023)

Graph-Based Audio Classification Using Pre-Trained Models and Graph Neural Networks. - Andrés Eduardo Castro-Ospina; Miguel Angel Solarte-Sanchez; Laura Stella Vega-Escobar; Claudia Isaza; Juan David Martínez-Vargas (Sensors, 2024)

Soundscape Characterization Using Autoencoders and Unsupervised Learning. - Daniel Alexis Nieto-Mora; Maria Cristina Ferreira de Oliveira; Camilo Sánchez-Giraldo; Leonardo Duque-Muñoz; Claudia Victoria Isaza Narvaez; Juan David Martínez-Vargas (Sensors, 2024)

Leveraging time-based acoustic patterns for ecosystem analysis. - Andrés Eduardo Castro-Ospina; Paula A. Rodríguez Marín; José David López; Juan David Martínez-Vargas (Neural Comput. Appl., 2024)