Semi-supervised clustering of fractionated electrograms for electroanatomical atrial mapping

por Orozco-Duque, Andres, Bustamante, John, Castellanos-Dominguez, German
Publicado 2016

Centered Kernel Alignment Enhancing Neural Network Pretraining for MRI-Based Dementia Diagnosis

por Cárdenas-Peña, David, Collazos-Huertas, Diego, Castellanos-Dominguez, German
Publicado 2016

Enhanced Data Representation by Kernel Metric Learning for Dementia Diagnosis

por Cárdenas-Peña, David, Collazos-Huertas, Diego, Castellanos-Dominguez, German
Publicado 2017

Entropy-Based Estimation of Event-Related De/Synchronization in Motor Imagery Using Vector-Quantized Patterns

por Velasquez-Martinez, Luisa, Caicedo-Acosta, Julián, Castellanos-Dominguez, Germán
Publicado 2020

Subject-Dependent Artifact Removal for Enhancing Motor Imagery Classifier Performance under Poor Skills

por Tobón-Henao, Mateo, Álvarez-Meza, Andrés, Castellanos-Domínguez, Germán
Publicado 2022

Kernel-Based Relevance Analysis with Enhanced Interpretability for Detection of Brain Activity Patterns

por Alvarez-Meza, Andres M., Orozco-Gutierrez, Alvaro, Castellanos-Dominguez, German
Publicado 2017

Dynamic Modeling of Common Brain Neural Activity in Motor Imagery Tasks

por Velasquez-Martinez, Luisa F., Zapata-Castano, Frank, Castellanos-Dominguez, German
Publicado 2020

Single-Trial Kernel-Based Functional Connectivity for Enhanced Feature Extraction in Motor-Related Tasks

por García-Murillo, Daniel Guillermo, Alvarez-Meza, Andres, Castellanos-Dominguez, German
Publicado 2021

Emotion Discrimination Using Spatially Compact Regions of Interest Extracted from Imaging EEG Activity

por Padilla-Buritica, Jorge I., Martinez-Vargas, Juan D., Castellanos-Dominguez, German
Publicado 2016

Editorial: Intelligent Recognition and Detection in Neuroimaging

por Zhang, Yu-Dong, Castellanos-Dominguez, German, Huo, Yuankai, Gorriz, Juan Manuel, Alizadehsani, Roohallah
Publicado 2022

Improved Localization of Seizure Onset Zones Using Spatiotemporal Constraints and Time-Varying Source Connectivity

por Martinez-Vargas, Juan D., Strobbe, Gregor, Vonck, Kristl, van Mierlo, Pieter, Castellanos-Dominguez, German
Publicado 2017

Regression Networks for Neurophysiological Indicator Evaluation in Practicing Motor Imagery Tasks

por Velasquez-Martinez, Luisa, Caicedo-Acosta, Julian, Acosta-Medina, Carlos, Alvarez-Meza, Andres, Castellanos-Dominguez, German
Publicado 2020

Deep Neural Regression Prediction of Motor Imagery Skills Using EEG Functional Connectivity Indicators

por Caicedo-Acosta, Julian, Castaño, German A., Acosta-Medina, Carlos, Alvarez-Meza, Andres, Castellanos-Dominguez, German
Publicado 2021

Non-linear Parameter Estimates from Non-stationary MEG Data

por Martínez-Vargas, Juan D., López, Jose D., Baker, Adam, Castellanos-Dominguez, German, Woolrich, Mark W., Barnes, Gareth
Publicado 2016

Affective Neural Responses Sonified through Labeled Correlation Alignment

por Álvarez-Meza, Andrés Marino, Torres-Cardona, Héctor Fabio, Orozco-Alzate, Mauricio, Pérez-Nastar, Hernán Darío, Castellanos-Dominguez, German
Publicado 2023

A Novel OpenBCI Framework for EEG-Based Neurophysiological Experiments

por Cardona-Álvarez, Yeison Nolberto, Álvarez-Meza, Andrés Marino, Cárdenas-Peña, David Augusto, Castaño-Duque, Germán Albeiro, Castellanos-Dominguez, German
Publicado 2023

An Enhanced Joint Hilbert Embedding-Based Metric to Support Mocap Data Classification with Preserved Interpretability

por Valencia-Marin, Cristian Kaori, Pulgarin-Giraldo, Juan Diego, Velasquez-Martinez, Luisa Fernanda, Alvarez-Meza, Andres Marino, Castellanos-Dominguez, German
Publicado 2021

Deep and Wide Transfer Learning with Kernel Matching for Pooling Data from Electroencephalography and Psychological Questionnaires

por Collazos-Huertas, Diego Fabian, Velasquez-Martinez, Luisa Fernanda, Perez-Nastar, Hernan Dario, Alvarez-Meza, Andres Marino, Castellanos-Dominguez, German
Publicado 2021