Multi-patient learning increases accuracy for Subthalamic nucleus identification in deep brain stimulation. - Hernán Darío Vargas Cardona; Álvaro Ángel Orozco; Mauricio A. Álvarez (EMBC, 2012)

NEUROZONE: On-line recognition of brain structures in stereotactic surgery - application to Parkinson's disease. - Hernán Darío Vargas Cardona; José Bestier Padilla; Ramiro Arango; Hans Carmona; Mauricio A. Álvarez; Enrique Guijarro-Estellés; Álvaro Ángel Orozco (EMBC, 2012)

Unsupervised learning applied in MER and ECG signals through Gaussians mixtures with the Expectation-Maximization algorithm and Variational Bayesian Inference. - Hernán Darío Vargas Cardona; Álvaro Ángel Orozco; Mauricio A. Álvarez (EMBC, 2013)

Sparse representation of MER signals for localizing the Subthalamic Nucleus in Parkinson's disease surgery. - Hernán Darío Vargas Cardona; Mauricio A. Álvarez; Álvaro Ángel Orozco (EMBC, 2014)

Automatic Recognition of Microcalcifications in Mammography Images through Fractal Texture Analysis. - Hernán Darío Vargas Cardona; Álvaro Orozco; Mauricio A. Álvarez (ISVC (2), 2014)

Convolved Multi-output Gaussian Processes for Semi-Supervised Learning. - Hernán Darío Vargas Cardona; Mauricio A. Álvarez; Álvaro Á. Orozco (ICIAP (1), 2015)

Generalized Wishart Processes for Interpolation Over Diffusion Tensor Fields. - Hernán Darío Vargas Cardona; Mauricio A. Álvarez; Álvaro Á. Orozco (ISVC (2), 2015)

Gaussian Processes for Slice-Based Super-Resolution MR Images. - Hernán Darío Vargas Cardona; Andrés F. López-Lopera; Álvaro Á. Orozco; Mauricio A. Álvarez; Juan Antonio Hernández Tamames; Norberto Malpica (ISVC (2), 2015)

NEURONAV: A Tool for Image-Guided Surgery - Application to Parkinson's Disease. - José Bestier Padilla; Ramiro Arango; Hernán F. García; Hernán Darío Vargas Cardona; Álvaro Á. Orozco; Mauricio A. Álvarez; Enrique Guijarro-Estellés (ISVC (1), 2015)

Analysis of the Geometry and Electric Properties of Brain Tissue in Simulation Models for Deep Brain Stimulation. - Hernán Darío Vargas Cardona; Álvaro Á. Orozco; Mauricio A. Álvarez (CIARP, 2016)

Multi-output Gaussian processes for enhancing resolution of diffusion tensor fields. - Hernán Darío Vargas Cardona; Álvaro Á. Orozco; Mauricio A. Álvarez (EMBC, 2016)

A Tucker decomposition process for probabilistic modeling of diffusion magnetic resonance imaging. - Hernán Darío Vargas Cardona; Mauricio A. Álvarez; Álvaro Á. Orozco (CoRR, 2016)

Non-stationary Multi-output Gaussian Processes for Enhancing Resolution over Diffusion Tensor Fields. - Jhon F. Cuellar-Fierro; Hernán Darío Vargas Cardona; Mauricio A. Álvarez; Andrés M. Álvarez; Álvaro Á. Orozco (CIARP, 2017)

Automatic Identification of DBS Parameters from the Volume of Tissue Activated (VTA) Using Support Vector Machines. - Robinson Aguilar; Hernán Darío Vargas Cardona; Andrés M. Álvarez; Álvaro Á. Orozco; Piedad Navarro (CIARP, 2018)

Non-stationary Generalized Wishart Processes for Enhancing Resolution over Diffusion Tensor Fields. - Jhon F. Cuellar-Fierro; Hernán Darío Vargas Cardona; Andrés M. Álvarez; Álvaro Á. Orozco; Mauricio A. Álvarez (ISVC, 2018)

Multi-task learning for subthalamic nucleus identification in deep brain stimulation. - Hernán Darío Vargas Cardona; Mauricio A. Álvarez; Álvaro Orozco (Int. J. Mach. Learn. Cybern., 2018)

Tensor decomposition processes for interpolation of diffusion magnetic resonance imaging. - Hernán Darío Vargas Cardona; Álvaro Á. Orozco; Andrés M. Álvarez; Mauricio A. Álvarez (Expert Syst. Appl., 2019)

Classification of Categorical Data Based on the Chi-Square Dissimilarity and t-SNE. - Luis Ariosto Serna Cardona; Hernán Darío Vargas Cardona; Piedad Navarro González; David Augusto Cárdenas-Peña; Álvaro-Ángel Orozco-Gutierrez (Comput., 2020)

Graph-based fusion for change detection in multi-spectral images. - David Alejandro Jimenez Sierra; Hernán Darío Benítez-Restrepo; Hernán Darío Vargas Cardona; Jocelyn Chanussot (CoRR, 2020)

Graph-Based Data Fusion Applied to: Change Detection and Biomass Estimation in Rice Crops. - David Alejandro Jimenez Sierra; Hernán Darío Benítez-Restrepo; Hernán Darío Vargas Cardona; Jocelyn Chanussot (Remote. Sens., 2020)