Hernán Darío Vargas Cardona

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 10

Top Topics

Variational Bayesian Inference

Gaussian Processes

Deep Brain Stimulation

Top Venues

Publications

Luis Ariosto Serna Cardona, Hernán Darío Vargas Cardona, Piedad Navarro González, David Augusto Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez
Classification of Categorical Data Based on the Chi-Square Dissimilarity and t-SNE. Comput. 8 (4) (2020)
Hernán Darío Vargas Cardona, Álvaro Á. Orozco, Andrés M. Álvarez, Mauricio A. Álvarez
Tensor decomposition processes for interpolation of diffusion magnetic resonance imaging. Expert Syst. Appl. 118 (2019)
Robinson Aguilar, Hernán Darío Vargas Cardona, Andrés M. Álvarez, Álvaro Á. Orozco, Piedad Navarro
Automatic Identification of DBS Parameters from the Volume of Tissue Activated (VTA) Using Support Vector Machines. CIARP (2018)
Jhon F. Cuellar-Fierro, Hernán Darío Vargas Cardona, Andrés M. Álvarez, Álvaro Á. Orozco, Mauricio A. Álvarez
Non-stationary Generalized Wishart Processes for Enhancing Resolution over Diffusion Tensor Fields. ISVC (2018)
Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Orozco
Multi-task learning for subthalamic nucleus identification in deep brain stimulation. Int. J. Mach. Learn. Cybern. 9 (7) (2018)
Jhon F. Cuellar-Fierro, Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Andrés M. Álvarez, Álvaro Á. Orozco
Non-stationary Multi-output Gaussian Processes for Enhancing Resolution over Diffusion Tensor Fields. CIARP (2017)
Hernán Darío Vargas Cardona, Álvaro Á. Orozco, Mauricio A. Álvarez
Multi-output Gaussian processes for enhancing resolution of diffusion tensor fields. EMBC (2016)
Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Á. Orozco
A Tucker decomposition process for probabilistic modeling of diffusion magnetic resonance imaging. CoRR (2016)
Hernán Darío Vargas Cardona, Álvaro Á. Orozco, Mauricio A. Álvarez
Analysis of the Geometry and Electric Properties of Brain Tissue in Simulation Models for Deep Brain Stimulation. CIARP (2016)
Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Á. Orozco
Generalized Wishart processes for interpolation over diffusion tensor fields. CoRR (2016)
José Bestier Padilla, Ramiro Arango, Hernán F. García, Hernán Darío Vargas Cardona, Álvaro Á. Orozco, Mauricio A. Álvarez, Enrique Guijarro-Estellés
NEURONAV: A Tool for Image-Guided Surgery - Application to Parkinson's Disease. ISVC (1) (2015)
Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Á. Orozco
Generalized Wishart Processes for Interpolation Over Diffusion Tensor Fields. ISVC (2) (2015)
Hernán Darío Vargas Cardona, Andrés F. López-Lopera, Álvaro Á. Orozco, Mauricio A. Álvarez, Juan Antonio Hernández Tamames, Norberto Malpica
Gaussian Processes for Slice-Based Super-Resolution MR Images. ISVC (2) (2015)
Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Á. Orozco
Convolved Multi-output Gaussian Processes for Semi-Supervised Learning. ICIAP (1) (2015)
Hernán Darío Vargas Cardona, Álvaro Orozco, Mauricio A. Álvarez
Automatic Recognition of Microcalcifications in Mammography Images through Fractal Texture Analysis. ISVC (2) (2014)
Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Ángel Orozco
Sparse representation of MER signals for localizing the Subthalamic Nucleus in Parkinson's disease surgery. EMBC (2014)
Hernán Darío Vargas Cardona, Álvaro Ángel Orozco, Mauricio A. Álvarez
Unsupervised learning applied in MER and ECG signals through Gaussians mixtures with the Expectation-Maximization algorithm and Variational Bayesian Inference. EMBC (2013)
Hernán Darío Vargas Cardona, José Bestier Padilla, Ramiro Arango, Hans Carmona, Mauricio A. Álvarez, Enrique Guijarro-Estellés, Álvaro Ángel Orozco
NEUROZONE: On-line recognition of brain structures in stereotactic surgery - application to Parkinson's disease. EMBC (2012)
Hernán Darío Vargas Cardona, Álvaro Ángel Orozco, Mauricio A. Álvarez
Multi-patient learning increases accuracy for Subthalamic nucleus identification in deep brain stimulation. EMBC (2012)