Marcela Hernández Hoyos

Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study

Rina D. Rudyanto, Sjoerd Kerkstra, Eva M. van Rikxoort et al. · Medical Image Analysis · 2014 · 155 citations · Full text

Computed Tomography, Image Analysis, Engineering +15

Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading

K. Hameeteman, María A. Zuluaga, Moti Freiman et al. · Medical Image Analysis · 2011 · 82 citations

Radiology, Stenosis Grading, Ophthalmology

Single-slice Alzheimer's disease classification and disease regional analysis with Supervised Switching Autoencoders

Ricardo Mendoza-Léon, John Puentes, Luís Felipe Uriza et al. · Computers in Biology and Medicine · 2019 · 55 citations

Neuroimaging Biomarkers, Alzheimer's Disease, Machine Learning +10

Recursive tracking of vascular tree axes in 3D medical images

Juan F. Carrillo, Marcela Hernández Hoyos, Eduardo Davila et al. · International Journal of Computer Assisted Radiology and Surgery · 2007 · 43 citations

Engineering, Biomedical Engineering, Image Analysis +16

Automatic detection of abnormal vascular cross-sections based on density level detection and support vector machines

María A. Zuluaga, Isabelle E. Magnin, Marcela Hernández Hoyos et al. · International Journal of Computer Assisted Radiology and Surgery · 2010 · 40 citations

Engineering, Diagnosis, Diagnostic Imaging +18