Marcela Hernández Hoyos

ORCID

Publication Activity (10 Years)

Years Active: 2000-2022
Publications (10 Years): 9

Top Venues

INSA de Lyon, France (PHD)

Education History

INSA de Lyon, France

PHD

Publications

Daniel Fernando López Lozano, Marcela Hernández Hoyos, Haydemar María Núñez, Luis Felipe Uriza Carrasco
Multiplanar Instance Segmentation Method for the Detection of Pulmonary Embolism. CLEI (2022)
Catalina Gómez, Mauricio Neira, Marcela Hernández Hoyos, Pablo Arbeláez, Jaime Forero-Romero
Classifying Image Sequences of Astronomical Transients with Deep Neural Networks. CoRR (2020)
Ricardo Mendoza-Leon, John Puentes, Luis Felipe Uriza, Marcela Hernández Hoyos
Single-slice Alzheimer's disease classification and disease regional analysis with Supervised Switching Autoencoders. Comput. Biol. Medicine 116 (2020)
Mauricio Neira, Catalina Gómez, John F. Suárez-Pérez, Diego A. Gómez, Juan Pablo Reyes, Marcela Hernández Hoyos, Pablo Arbeláez, Jaime E. Forero-Romero
MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognition. CoRR (2020)
Maciej Orkisz, Alfredo Morales Pinzón, Jean-Christophe Richard, Claude Guérin, Leslie Evelyn Solórzano Vargas, Daniela Florentina Sicaru, Camila García Hernández, Margarita M. Gómez Ballén, Bruno Neyran, Eduardo E. Dávila Serrano, Marcela Hernández Hoyos
Voxel-wise assessment of lung aeration changes on CT images using image registration: application to acute respiratory distress syndrome (ARDS). Int. J. Comput. Assist. Radiol. Surg. 14 (11) (2019)
Alfredo Morales Pinzón, Marcela Hernández Hoyos, Jean-Christophe Richard, Leonardo Florez-Valencia, Maciej Orkisz
A tree-matching algorithm: Application to airways in CT images of subjects with the acute respiratory distress syndrome. Medical Image Anal. 35 (2017)
Kristína Lidayová, Duván Alberto Gómez Betancur, Hans Frimmel, Marcela Hernández Hoyos, Maciej Orkisz, Örjan Smedby
Airway-Tree Segmentation in Subjects with Acute Respiratory Distress Syndrome. SCIA (2) (2017)
Ricardo Mendoza-Leon, Fabio A. González, Pablo Arbelaez, John Puentes, Marcela Hernández Hoyos
Analysis of PHOW representations for Alzheimer disease classification on brain structural MRI. ISBI (2016)
Duván Alberto Gómez Betancur, Anna Fabijanska, Leonardo Florez-Valencia, Alfredo Morales Pinzón, Eduardo Enrique Dávila Serrano, Jean-Christophe Richard, Maciej Orkisz, Marcela Hernández Hoyos
Airway Segmentation, Skeletonization, and Tree Matching to Improve Registration of 3D CT Images with Large Opacities in the Lungs. ICCVG (2016)
Rina Dewi Rudyanto, Sjoerd Kerkstra, Eva M. van Rikxoort, Catalin I. Fetita, Pierre-Yves Brillet, Christophe Lefevre, Wenzhe Xue, Xiangjun Zhu, Jianming Liang, Ilkay Öksüz, Devrim Ünay, Kamuran Kadipasaoglu, Raúl San José Estépar, James C. Ross, George R. Washko, Juan-Carlos Prieto, Marcela Hernández Hoyos, Maciej Orkisz, Hans Meine, Markus Hüllebrand, Christina Stöcker, Fernando López-Mir, Valery Naranjo, Eliseo Villanueva, Marius Staring, Changyan Xiao, Berend C. Stoel, Anna Fabijanska, Erik Smistad
Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study. Medical Image Anal. 18 (7) (2014)
Esteban Correa-Agudelo, Leonardo Florez-Valencia, Maciej Orkisz, Claire Mouton, Eduardo E. Dávila Serrano, Marcela Hernández Hoyos
A Modular Workflow Architecture for Coronary Centerline Extraction in Computed Tomography Angiography Data. ICCVG (2014)
Eduardo E. Dávila Serrano, Laurent Guigues, Jean-Pierre Roux, Frederic Cervenansky, Sorina Camarasu-Pop, Juan G. Riveros Reyes, Leonardo Florez-Valencia, Marcela Hernández Hoyos, Maciej Orkisz
CreaTools: A Framework to Develop Medical Image Processing Software: Application to Simulate Pipeline Stent Deployment in Intracranial Vessels with Aneurysms. ICCVG (2012)
Juan-Carlos Prieto, Chantal Revol-Muller, Christophe Odet, Maciej Orkisz, Carolina Perez Romanello, Vanessa Perez Romanello, Marcela Hernández Hoyos
Segmentation of the pulmonary vascular tree. CLEI (2012)
Maria A. Zuluaga, Marcela Hernández Hoyos, Julio C. Dávila, Luis Felipe Uriza, Maciej Orkisz
A Fast Lesion Registration to Assist Coronary Heart Disease Diagnosis in CTA Images. ICCVG (2012)
Maria A. Zuluaga, Isabelle E. Magnin, Marcela Hernández Hoyos, Edgar J. F. Delgado Leyton, Fernando Lozano, Maciej Orkisz
Automatic detection of abnormal vascular cross-sections based on density level detection and support vector machines. Int. J. Comput. Assist. Radiol. Surg. 6 (2) (2011)
K. Hameeteman, Maria A. Zuluaga, Moti Freiman, Leo Joskowicz, Olivier Cuisenaire, Leonardo Florez-Valencia, Mehmet Akif Gülsün, Karl Krissian, Julien Mille, Wilbur C. K. Wong, Maciej Orkisz, Hüseyin Tek, Marcela Hernández Hoyos, Fethallah Benmansour, Albert C. S. Chung, Sietske Rozie, M. van Gils, L. van den Borne, Jacob Sosna, Phillip M. Berman, N. Cohen, Philippe Douek, I. Sánchez, M. Aissat, Michiel Schaap, Coert Metz, Gabriel P. Krestin, Aad van der Lugt, Wiro J. Niessen, Theo van Walsum
Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading. Medical Image Anal. 15 (4) (2011)
Maria A. Zuluaga, Don R. Hush, Edgar J. F. Delgado Leyton, Marcela Hernández Hoyos, Maciej Orkisz
Learning from Only Positive and Unlabeled Data to Detect Lesions in Vascular CT Images. MICCAI (3) (2011)
Silvia Moreno, Sandra L. Caicedo, Tonny Strulovic, Juan Carlos Briceño, Fernando Briceño, Soledad Gomez, Marcela Hernández Hoyos
Inferior Maxillary Bone Tissue Classification in 3D CT Images. ICCVG (2) (2010)
Maria A. Zuluaga, Edgar J. F. Delgado Leyton, Marcela Hernández Hoyos, Maciej Orkisz
Feature Selection for SVM-Based Vascular Anomaly Detection. MCV (2010)
Maria A. Zuluaga, Edgar J. F. Delgado Leyton, Marcela Hernández Hoyos, Maciej Orkisz
Can the Coronary Artery Centerline Extraction in Computed Tomography Images Be Improved by Use of a Partial Volume Model? ICCVG (2) (2010)
Michiel Schaap, Coert Metz, Theo van Walsum, Alina G. van der Giessen, Annick C. Weustink, Nico Mollet, Christian Bauer, Hrvoje Bogunovic, Carlos Castro-Gonzalez, Xiang Deng, Engin Dikici, Thomas O'Donnell, Michel Frenay, Ola Friman, Marcela Hernández Hoyos, Pieter H. Kitslaar, Karl Krissian, Caroline Kühnel, Miguel A. Luengo-Oroz, Maciej Orkisz, Örjan Smedby, Martin Styner, Andrzej Szymczak, Hüseyin Tek, Chunliang Wang, Simon K. Warfield, Sebastian Zambal, Yong Zhang, Gabriel P. Krestin, Wiro J. Niessen
Standardized evaluation methodology and reference database for evaluating coronary artery centerline extraction algorithms. Medical Image Anal. 13 (5) (2009)
Maria A. Zuluaga, Oscar Acosta, Pierrick Bourgeat, Marcela Hernández Hoyos, Olivier Salvado, Sébastien Ourselin
Cortical thickness measurement from magnetic resonance images using partial volume estimation. Medical Imaging: Image Processing (2008)
Juan F. Carrillo, Marcela Hernández Hoyos, Eduardo E. Dávila, Maciej Orkisz
Recursive tracking of vascular tree axes in 3D medical images. Int. J. Comput. Assist. Radiol. Surg. 1 (6) (2007)
Marcela Hernández Hoyos, Jean-Michel Serfaty, Albinka Maghiar, Catherine Desbleds-Mansard, Maciej Orkisz, Isabelle E. Magnin, Philippe Douek
Evaluation of semi-automatic arterial stenosis quantification. Int. J. Comput. Assist. Radiol. Surg. 1 (3) (2006)
Marcela Hernández Hoyos, Piotr Orlowski, Ewa Piatkowska-Janko, Piotr Bogorodzki, Maciej Orkisz
Vascular Centerline Extraction in 3D MR Angiograms for Phase Contrast MRI Blood Flow Measurement. Int. J. Comput. Assist. Radiol. Surg. 1 (1) (2006)
Juan F. Carrillo, Maciej Orkisz, Marcela Hernández Hoyos
Extraction of 3D Vascular Tree Skeletons Based on the Analysis of Connected Components Evolution. CAIP (2005)
Marcela Hernández Hoyos, Alfred Anwander, Maciej Orkisz, Jean-Pierre Roux, Philippe Douek, Isabelle E. Magnin
A Deformable Vessel Model with Single Point Initialization for Segmentation, Quantification and Visualization of Blood Vessels in 3D MRA. MICCAI (2000)

Marcela Hernández Hoyos.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Marcela Hernández Hoyos