Andrés M. Álvarez

Publication Activity (10 Years)

Years Active: 2017-2019
Publications (10 Years): 13

Top Topics

Brain Tumor Segmentation

Morphable Models

Top Venues

Publications

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)
Daniel Guillermo García-Murillo, Andrés M. Álvarez, David Cárdenas-Peña, William Hincapie-Restrepo, Germán Castellanos-Domínguez
Sparse-Based Feature Selection for Discriminating Between Crops and Weeds Using Field Images. CIARP (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)
Cristhian K. Valencia, Andrés M. Álvarez, Edgar A. Valencia, Mauricio A. Álvarez, Álvaro Orozco
Information Potential Variability for Hyperparameter Selection in the MMD Distance. 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)
Jorge Fernández, Andrés M. Álvarez, H. Quintero, Julián David Echeverry, Álvaro Orozco
Multilayer-Based HMM Training to Support Bearing Fault Diagnosis. IWAIPR (2018)
David A. Jimenez, Hernán F. García, Andrés M. Álvarez, Álvaro Ángel Orozco, Germán Holguín
A Kernelized Morphable Model for 3D Brain Tumor Analysis. ICIAR (2018)
J. S. Blandon, Cristhian K. Valencia, Andrés M. Álvarez, Julián David Echeverry, Mauricio A. Álvarez, Álvaro Orozco
Shape Classification Using Hilbert Space Embeddings and Kernel Adaptive Filtering. ICIAR (2018)
Jorge Fernández, Angélica Rojas, Genaro Daza-Santacoloma, Diana Gómez, Andrés M. Álvarez, Álvaro Orozco
Student Desertion Prediction Using Kernel Relevance Analysis. IWAIPR (2018)
Julián Gil González, Andrés M. Álvarez, Andrés F. Valencia, Álvaro Á. Orozco
Automatic Peripheral Nerve Segmentation in Presence of Multiple Annotators. CIARP (2017)
David A. Jimenez, Hernán F. García, Andrés M. Álvarez, Álvaro Á. Orozco
3D Probabilistic Morphable Models for Brain Tumor Segmentation. CIARP (2017)
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)
Keider Hoyos-Osorio, Andrés M. Álvarez, Álvaro Á. Orozco, Jorge I. Ríos, Genaro Daza-Santacoloma
Clustering-Based Undersampling to Support Automatic Detection of Focal Cortical Dysplasias. CIARP (2017)