Hernán Darío Vargas Cardona

Pontificia Universidad Javeriana — Colombia

Medicine · Health Sciences

4h-index57citations23works0.52yr avg
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Research Topics

Neurological disorders and treatments(10), Parkinson's Disease Mechanisms and Treatments(5), Advanced Neuroimaging Techniques and Applications(5), Functional Brain Connectivity Studies(4), Advanced MRI Techniques and Applications(3)

Publications23 total

Identification of Alterations in Surgical Wounds Through the Application of Artificial Intelligence in Digital Images
2024· 1 cited
Haptic Interfaces Integration in Upper Limb Rehabilitation
2024
Ablación automática de tumores en el contexto del aprendizaje automático
Universidad Tecnológica de Pereira eBooks·2022Open Access
Multi-task learning for subthalamic nucleus identification in deep brain stimulation
International Journal of Machine Learning and Cybernetics·2017· 13 cited
Analysis of the Geometry and Electric Properties of Brain Tissue in Simulation Models for Deep Brain Stimulation
Lecture notes in computer science·2017· 2 cited
Multi-output Gaussian processes for enhancing resolution of diffusion tensor fields
2016· 4 cited
A Tucker decomposition process for probabilistic modeling of diffusion\n magnetic resonance imaging
arXiv (Cornell University)·2016· 1 citedOpen Access
A Tucker decomposition process for probabilistic modeling of diffusion magnetic resonance imaging
arXiv (Cornell University)·2016Open Access
Estimación de la propagación eléctrica cerebral generada por la DBS en pacientes con enfermedad de Parkinson de la región sur-occidente de Colombia
LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)·2016· 1 citedOpen Access
Estimation of brain electrical propagation generated by the DBS in patients with Parkinson’s disease from South-west region of Colombia
Ingeniería y Desarrollo·2016Open Access
Representación óptima de señales MER aplicada a la identificación de estructuras cerebrales durante la estimulación cerebral profunda
Tecnura·2015· 2 citedOpen Access
NEURONAV: A Tool for Image-Guided Surgery - Application to Parkinson’s Disease
Lecture notes in computer science·2015· 5 cited
Convolved Multi-output Gaussian Processes for Semi-Supervised Learning
Lecture notes in computer science·2015· 5 citedOpen Access
Gaussian Processes for Slice-Based Super-Resolution MR Images
Lecture notes in computer science·2015· 3 cited
3D brain atlas reconstruction using deformable medical image registration: Application to deep brain stimulation surgery
2014· 1 cited
Sparse representation of MER signals for localizing the Subthalamic Nucleus in Parkinson's disease surgery
2014
Automatic Recognition of Microcalcifications in Mammography Images through Fractal Texture Analysis
Lecture notes in computer science·2014· 3 cited
Volume of Tissue Activated in Patients with Parkinson’s Disease from West-Center Region of Colombia Treated with Deep Brain Stimulation
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2013
Recognition of Brain Structures from MER-Signals Using Dynamic MFCC Analysis and a HMC Classifier
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2013· 2 cited
Unsupervised learning applied in MER and ECG signals through Gaussians mixtures with the Expectation-Maximization algorithm and Variational Bayesian Inference
2013· 3 cited
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Frequent Co-authors

Álvaro A. Orozco(17), Mauricio A. Álvarez(16), Enrique Guijarro(3), José Bestier Padilla Bejarano(2), Ramiro Arango(2), Hernán F. García(2), Genaro Daza Santacoloma(2), Andrés F. López-Lopera(1), Juan A. Hernández‐Tamames(1), Norberto Malpica(1), Mauricio Álvarez López(1), Álvaro Orozco Gutiérrez(1), Mauricio Holguín Londoño(1), Germán Andrés Holguín Londoño(1), Cristian A. Torres-Valencia(1), Jesús Prada(1), Álvaro Augusto Cote Flórez(1), Andrea C. Gómez(1), Hernán Felipe García Arias(1), Andrea Del Pilar Rubiano Giraldo(1)