A Deformable Vessel Model with Single Point Initialization for Segmentation, Quantification and Visualization of Blood Vessels in 3D MRA. - Marcela Hernández Hoyos; Alfred Anwander; Maciej Orkisz; Jean-Pierre Roux; Philippe Douek; Isabelle E. Magnin (MICCAI, 2000)

Segmentation anisotrope 3D pour la quantification en imagerie vasculaire par résonance magnétique. (3D anisotropic segmentation for quantification in vascular magnetic resonance imaging). - Marcela Hernández Hoyos (2002)

Extraction of 3D Vascular Tree Skeletons Based on the Analysis of Connected Components Evolution. - Juan F. Carrillo; Maciej Orkisz; Marcela Hernández Hoyos (CAIP, 2005)

Vascular Centerline Extraction in 3D MR Angiograms for Phase Contrast MRI Blood Flow Measurement. - Marcela Hernández Hoyos; Piotr Orlowski; Ewa Piatkowska-Janko; Piotr Bogorodzki; Maciej Orkisz (Int. J. Comput. Assist. Radiol. Surg., 2006)

Evaluation of semi-automatic arterial stenosis quantification. - Marcela Hernández Hoyos; Jean-Michel Serfaty; Albinka Maghiar; Catherine Desbleds-Mansard; Maciej Orkisz; Isabelle E. Magnin; Philippe Douek (Int. J. Comput. Assist. Radiol. Surg., 2006)

Recursive tracking of vascular tree axes in 3D medical images. - Juan F. Carrillo; Marcela Hernández Hoyos; Eduardo E. Dávila; Maciej Orkisz (Int. J. Comput. Assist. Radiol. Surg., 2007)

Cortical thickness measurement from magnetic resonance images using partial volume estimation. - Maria A. Zuluaga; Oscar Acosta; Pierrick Bourgeat; Marcela Hernández Hoyos; Olivier Salvado; Sébastien Ourselin (Image Processing, 2008)

Standardized evaluation methodology and reference database for evaluating coronary artery centerline extraction algorithms. - Michiel Schaap; Coert Metz; Theo van Walsum; Alina G. van der Giessen; Annick C. Weustink; Nico Mollet; Christian Bauer 001; Hrvoje Bogunovic; Carlos Castro-Gonzalez; Xiang Deng; Engin Dikici; Thomas O'Donnell; et al. (Medical Image Anal., 2009)

Inferior Maxillary Bone Tissue Classification in 3D CT Images. - Silvia Moreno; Sandra L. Caicedo; Tonny Strulovic; Juan Carlos Briceño; Fernando Briceño; Soledad Gomez; Marcela Hernández Hoyos (ICCVG (2), 2010)

Can the Coronary Artery Centerline Extraction in Computed Tomography Images Be Improved by Use of a Partial Volume Model? - Maria A. Zuluaga; Edgar J. F. Delgado Leyton; Marcela Hernández Hoyos; Maciej Orkisz (ICCVG (2), 2010)

Feature Selection for SVM-Based Vascular Anomaly Detection. - Maria A. Zuluaga; Edgar J. F. Delgado Leyton; Marcela Hernández Hoyos; Maciej Orkisz (MCV, 2010)

Learning from Only Positive and Unlabeled Data to Detect Lesions in Vascular CT Images. - Maria A. Zuluaga; Don R. Hush; Edgar J. F. Delgado Leyton; Marcela Hernández Hoyos; Maciej Orkisz (MICCAI (3), 2011)

Automatic detection of abnormal vascular cross-sections based on density level detection and support vector machines. - Maria A. Zuluaga; Isabelle E. Magnin; Marcela Hernández Hoyos; Edgar J. F. Delgado Leyton; Fernando Lozano; Maciej Orkisz (Int. J. Comput. Assist. Radiol. Surg., 2011)

Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading. - K. Hameeteman; Maria A. Zuluaga; Moti Freiman; Leo Joskowicz; Olivier Cuisenaire; Leonardo Floréz-Valencia; Mehmet Akif Gülsün; Karl Krissian; Julien Mille; Wilbur C. K. Wong; Maciej Orkisz; Hüseyin Tek; et al. (Medical Image Anal., 2011)

Segmentation of the pulmonary vascular tree. - Juan-Carlos Prieto 001; Chantal Revol-Muller; Christophe Odet; Maciej Orkisz; Carolina Perez Romanello; Vanessa Perez Romanello; Marcela Hernández Hoyos (CLEI, 2012)

CreaTools: A Framework to Develop Medical Image Processing Software: Application to Simulate Pipeline Stent Deployment in Intracranial Vessels with Aneurysms. - Eduardo E. Dávila Serrano; Laurent Guigues; Jean-Pierre Roux; Frederic Cervenansky; Sorina Camarasu-Pop; Juan Gabriel Riveros Reyes; Leonardo Floréz-Valencia; Marcela Hernández Hoyos; Maciej Orkisz (ICCVG, 2012)

A Fast Lesion Registration to Assist Coronary Heart Disease Diagnosis in CTA Images. - Maria A. Zuluaga; Marcela Hernández Hoyos; Julio C. Dávila; Luis Felipe Uriza; Maciej Orkisz (ICCVG, 2012)

A Modular Workflow Architecture for Coronary Centerline Extraction in Computed Tomography Angiography Data. - Esteban Correa-Agudelo; Leonardo Floréz-Valencia; Maciej Orkisz; Claire Mouton; Eduardo E. Dávila Serrano; Marcela Hernández Hoyos (ICCVG, 2014)

Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study. - 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; et al. (Medical Image Anal., 2014)

Airway Segmentation, Skeletonization, and Tree Matching to Improve Registration of 3D CT Images with Large Opacities in the Lungs. - Duván Alberto Gómez Betancur; Anna Fabijanska; Leonardo Floréz-Valencia; Alfredo Morales Pinzón; Eduardo Enrique Dávila Serrano; Jean-Christophe Richard; Maciej Orkisz; Marcela Hernández Hoyos (ICCVG, 2016)

Analysis of PHOW representations for Alzheimer disease classification on brain structural MRI. - Ricardo Mendoza-Leon; Fabio A. González 001; Pablo Arbeláez; John Puentes; Marcela Hernández Hoyos (ISBI, 2016)

Airway-Tree Segmentation in Subjects with Acute Respiratory Distress Syndrome. - Kristína Lidayová; Duván Alberto Gómez Betancur; Hans Frimmel; Marcela Hernández Hoyos; Maciej Orkisz; Örjan Smedby (SCIA (2), 2017)

A tree-matching algorithm: Application to airways in CT images of subjects with the acute respiratory distress syndrome. - Alfredo Morales Pinzón; Marcela Hernández Hoyos; Jean-Christophe Richard; Leonardo Floréz-Valencia; Maciej Orkisz (Medical Image Anal., 2017)

Voxel-wise assessment of lung aeration changes on CT images using image registration: application to acute respiratory distress syndrome (ARDS). - 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 (Int. J. Comput. Assist. Radiol. Surg., 2019)

Single-slice Alzheimer's disease classification and disease regional analysis with Supervised Switching Autoencoders. - Ricardo Mendoza-Leon; John Puentes; Luis Felipe Uriza; Marcela Hernández Hoyos (Comput. Biol. Medicine, 2020)

Classifying Image Sequences of Astronomical Transients with Deep Neural Networks. - Catalina Gómez Caballero; Mauricio Neira; Marcela Hernández Hoyos; Pablo Arbeláez; Jaime Forero-Romero (CoRR, 2020)

MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognition. - Mauricio Neira; Catalina Gómez Caballero; John F. Suárez-Pérez; Diego A. Gómez; Juan Pablo Reyes; Marcela Hernández Hoyos; Pablo Arbeláez; Jaime E. Forero-Romero (CoRR, 2020)

Multiplanar Instance Segmentation Method for the Detection of Pulmonary Embolism. - Daniel Fernando López Lozano; Marcela Hernández Hoyos; Haydemar María Núñez; Luis Felipe Uriza Carrasco (CLEI, 2022)

A systematic approach for curriculum redesign of introductory courses in engineering: a programming course case study. - Francisco Buitrago-Florez; Mario Sanchez; Vanessa Perez Romanello; Carola Hernandez; Marcela Hernández Hoyos (Kybernetes, 2023)