Dr. Jorge Luis Pérez-Gonzalez Profile

Dr. Jorge Luis Pérez-Gonzalez

Associate research professor at IIMAS

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Publications (13)

Proceedings Article | 6 March 2023 Paper

Towards breastfeeding self-efficacy and postpartum depression estimation based on analysis of free-speech interviews through natural language processing

Luz Itzel Valdeolivar-Hernandez, Maria Eugenia Flores Quijano, Juan Carlos Echeverria-Arjonilla, Jorge Perez-Gonzalez, Omar Piña-Ramirez

Proceedings Volume 12567, 125670T (2023) https://doi.org/10.1117/12.2669883

KEYWORDS: Modeling, Semantics, Statistical analysis, Breast, Data modeling

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Proceedings Article | 10 December 2021 Paper

PET-MRI analysis to identify metabolic changes during Parkinson's disease

A. Valdivia Vargas, B. Moreno Abad, R. Valdés Cristerna, C. Cardeña Arredondo, C. Aguilar Palomeque, N. Kerik Rotenberg, V. Medina-Bañuelos, J. Perez-Gonzalez

Proceedings Volume 12088, 120880R (2021) https://doi.org/10.1117/12.2606305

KEYWORDS: Image segmentation, Brain, Magnetic resonance imaging, Positron emission tomography, Visualization, Neuroimaging, Feature selection, Statistical analysis, Machine learning, Image classification

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Proceedings Article | 31 January 2020 Paper

Non-static object reconstruction system based on multiple RGB-D cameras

Marco Barreto, Joel Huegel, Rita Fuentes, Jorge Perez-Gonzalez

Proceedings Volume 11433, 1143329 (2020) https://doi.org/10.1117/12.2556357

KEYWORDS: Cameras, 3D modeling, Reconstruction algorithms, Imaging systems, Clouds, 3D printing, Manufacturing, Image resolution, Computing systems

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Proceedings Article | 3 January 2020 Paper

Retraining random forest algorithm for lower limb prosthesis tracking using an RGB-D camera

Jorge Perez-Gonzalez, Angel Carillo-Bermejo, Nidiyare Hevia-Montiel, Joel Huegel

Proceedings Volume 11330, 113300Z (2020) https://doi.org/10.1117/12.2542547

KEYWORDS: Detection and tracking algorithms, Cameras, Feature extraction, Control systems, Imaging systems

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Proceedings Article | 3 January 2020 Paper

Slope-chain-code-based characterization of Trypanosoma cruzi in blood smear images

Angel Carrillo-Bermejo, Nidiyare Hevia-Montiel, Ernesto Bribiesca, Paulina Haro, Miguel Rosado-Vallado, Emilio Gonzalez-Mejia, J. Perez-Gonzalez

Proceedings Volume 11330, 113300X (2020) https://doi.org/10.1117/12.2541781

KEYWORDS: Blood, Visualization, Genetics

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Proceedings Article | 21 December 2018 Paper

Characterization of uterine-cervix phantoms' elasticity using texture features extracted from US images

Mónica Orozco Flores, Jorge Perez-Gonzalez, Fabián Torres Robles, Crescencio García Segundo, Scarlet Prieto Rodríguez, Lisbeth Camargo Marín, Mario Guzmán Huerta, Verónica Medina-Bañuelos

Proceedings Volume 10975, 1097511 (2018) https://doi.org/10.1117/12.2506696

KEYWORDS: Ultrasonography, Tissues, Statistical analysis, Feature extraction, Cervix, Computer programming, Image analysis, Data modeling, Calibration, Image acquisition

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Proceedings Article | 21 December 2018 Paper

Classification of abdominal ECG recordings for the identification of fetal risk using random forest and optimal feature selection

Fabian Torres, Boris Escalante-Ramírez, Jorge Perez-Gonzales, Román Anselmo Mora-Gutierrrez, Antonin Ponsich, Scarlet Prieto Rodriguez, Lisbeth Camargo Marin, Mario Guzmán Huerta

Proceedings Volume 10975, 109750B (2018) https://doi.org/10.1117/12.2511562

KEYWORDS: Fetus, Feature selection, Electrocardiography, Genetic algorithms, Machine learning

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Proceedings Article | 21 December 2018 Paper

Fully automatic segmentation and measurement of the fetal femur

Daniel Colín Garnica, Jorge Perez-Gonzalez, Scarlet Prieto Rodríguez, Lisbeth Camargo Marín, Mario Guzmán Huerta, Alma Delia Javier, Raquel Valdés Cristerna, Verónica Medina-Bañuelos

Proceedings Volume 10975, 1097512 (2018) https://doi.org/10.1117/12.2511534

KEYWORDS: Image segmentation, Fetus, Bone, Statistical analysis, Anisotropic diffusion, Anisotropic filtering, Image filtering

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Proceedings Article | 26 January 2017 Paper

Hippocampal segmentation using mean shift algorithm

Guadalupe Desirée López Palafox, Ana Luisa Sosa Ortíz, Oscar Marrufo Melendez, Orlando Morales Ballesteros, Jorge Luis Pérez González, Juan Ramón Jiménez Alaniz

Proceedings Volume 10160, 101600D (2017) https://doi.org/10.1117/12.2256810

KEYWORDS: Image segmentation, Alzheimer's disease, Neuroimaging, Brain, Brain mapping, Magnetic resonance imaging, Dementia, Image processing, Image classification, Neurology

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Proceedings Article | 26 January 2017 Paper

Ultrasound fetal brain registration using weighted coherent point drift

J. L. Pérez González, Fernando Arámbula Cosío, Mario Guzmán, Lisbeth Camargo, Benjamin Gutierrez, Diana Mateus, Nassir Navab, V. Medina Bañuelos

Proceedings Volume 10160, 1016008 (2017) https://doi.org/10.1117/12.2255776

KEYWORDS: Fetus, Ultrasonography, Image registration, Skull, Brain, 3D modeling, 3D acquisition, 3D vision, Neuroimaging, Image segmentation

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Proceedings Article | 22 December 2015 Paper

Spatial composition of US images using probabilistic weighted means

J. L. Perez-Gonzalez, Fernando Arámbula Cosío, V. Medina-Bañuelos

Proceedings Volume 9681, 968111 (2015) https://doi.org/10.1117/12.2207958

KEYWORDS: Fetus, Signal to noise ratio, Brain, Speckle, Neuroimaging, Acoustics, Tissues, Skull, Ultrasonography, Image quality

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SPIE Journal Paper | 7 October 2014 Open Access

Description and classification of normal and pathological aging processes based on brain magnetic resonance imaging morphology measures

Jorge Luis Perez-Gonzalez, Oscar Yanez-Suarez, Ernesto Bribiesca, Fernando Arámbula Cosío, Juan Ramón Jiménez, Veronica Medina-Bañuelos

JMI, Vol. 1, Issue 03, 034002, (October 2014) https://doi.org/10.1117/12.10.1117/1.JMI.1.3.034002

KEYWORDS: Brain, Magnetic resonance imaging, Neuroimaging, Image segmentation, Amygdala, Alzheimer's disease, Pathology, Tissues, Control systems, 3D image processing

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Proceedings Article | 21 March 2014 Paper

Classification of normal and pathological aging processes based on brain MRI morphology measures

J. Perez-Gonzalez, O. Yanez-Suarez, V. Medina-Bañuelos

Proceedings Volume 9034, 90341T (2014) https://doi.org/10.1117/12.2042959

KEYWORDS: Brain, Magnetic resonance imaging, Image segmentation, Neuroimaging, Alzheimer's disease, 3D modeling, 3D metrology, Feature extraction, Medical imaging, Pathology

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Showing 5 of 13 publications

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