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Jorge Luis Perez Gonzalez
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Automatic fetal head measurements from ultrasound images using optimal ellipse detection and texture maps
JL Perez-Gonzalez, JCB Muńoz, MCR Porras, F Arámbula-Cosío, ...
VI Latin American Congress on Biomedical Engineering CLAIB 2014, Paraná …, 2015
242015
Evaluation of brain tortuosity measurement for the automatic multimodal classification of subjects with Alzheimer's disease
E Barbará-Morales, J Pérez-González, KC Rojas-Saavedra, ...
Computational Intelligence and Neuroscience 2020, 2020
232020
Description and classification of normal and pathological aging processes based on brain magnetic resonance imaging morphology measures
JL Perez-Gonzalez, O Yanez-Suarez, E Bribiesca, FA Cosío, JR Jiménez, ...
Journal of Medical Imaging 1 (3), 034002-034002, 2014
152014
Deep learning point cloud registration based on distance features
J Perez-Gonzalez, F Luna-Madrigal, O Piña-Ramirez
IEEE Latin America Transactions 17 (12), 2053-2060, 2019
122019
Mild cognitive impairment classification using combined structural and diffusion imaging biomarkers
J Perez-Gonzalez, L Jiménez-Ángeles, KR Saavedra, EB Morales, ...
Physics in Medicine & Biology 66 (15), 155010, 2021
112021
Spatial compounding of 3-D fetal brain ultrasound using probabilistic maps
J Perez-Gonzalez, F Arámbula-Cosío, M Guzmán, L Camargo, ...
Ultrasound in Medicine & Biology 44 (1), 278-291, 2018
112018
Probabilistic learning coherent point drift for 3D ultrasound fetal head registration
J Perez–Gonzalez, FA Cosio, JC Huegel, V Medina-Bañuelos
Computational and Mathematical Methods in Medicine 2020, 2020
102020
Deep learning spatial compounding from multiple fetal head ultrasound acquisitions
J Perez-Gonzalez, N Hevia Montiel, VM Bañuelos
Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis …, 2020
92020
Early prediction of weight at birth using support vector regression
O Campos Trujillo, J Perez-Gonzalez, V Medina-Bañuelos
VIII Latin American Conference on Biomedical Engineering and XLII National …, 2020
92020
ARACAM: A RGB-D multi-view photogrammetry system for lower limb 3D reconstruction applications
MA Barreto, J Perez-Gonzalez, HM Herr, JC Huegel
Sensors 22 (7), 2443, 2022
82022
Machine Learning-Based Feature Selection and Classification for the Experimental Diagnosis of Trypanosoma cruzi
N Hevia-Montiel, J Perez-Gonzalez, A Neme, P Haro
Electronics 11 (5), 785, 2022
72022
Convolutional neural networks for chagas’ parasite detection in histopathological images
N Sanchez-Patiño, A Toriz-Vazquez, N Hevia-Montiel, J Perez-Gonzalez
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
72021
The use of conformal lattice metamaterials for relieving stress in lower limb sockets: A numerical and exploratory study
MA Barreto, E Cuan-Urquizo, J Perez-Gonzalez, JC Huegel
Proceedings of the Institution of Mechanical Engineers, Part H: Journal of …, 2022
42022
Hippocampal segmentation using mean shift algorithm
GDL Palafox, ALS Ortíz, OM Melendez, OM Ballesteros, JLP González, ...
12th International Symposium on Medical Information Processing and Analysis …, 2017
42017
Classification of normal and pathological aging processes based on brain MRI morphology measures
JL Perez-Gonzalez, O Yanez-Suarez, V Médina-Bañuelos
Medical imaging 2014: Image processing 9034, 461-466, 2014
42014
Towards breastfeeding self-efficacy and postpartum depression estimation based on analysis of free-speech interviews through natural language processing
LI Valdeolivar-Hernandez, MEF Quijano, JC Echeverria-Arjonilla, ...
18th International Symposium on Medical Information Processing and Analysis …, 2023
32023
Machine learning based classification of local robotic surgical skills in a training tasks set
L Juarez-Villalobos, N Hevia-Montiel, J Pérez-Gonzalez
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
32021
Automatic classification of Alzheimer’s disease based on CPD brain point cloud registration for feature extraction
J Perez–Gonzalez, C Azamar, O Piña–Ramirez
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
32019
ECG Marker Evaluation for the Machine-Learning-Based Classification of Acute and Chronic Phases of Trypanosoma cruzi Infection in a Murine Model
P Haro, N Hevia-Montiel, J Perez-Gonzalez
Tropical Medicine and Infectious Disease 8 (3), 157, 2023
22023
Estimating Echocardiographic Myocardial Strain of Left Ventricle with Deep Learning
A Romero-Pacheco, J Perez-Gonzalez, N Hevia-Montiel
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
22022
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Articles 1–20