Listar por autor "Ontiveros-Torres, Miguel A."
Mostrando ítems 1-2 de 2
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Interpretable Classification of Tauopathies with a Convolutional Neural Network Pipeline Using Transfer Learning and Validation against Post-Mortem Clinical Cases of Alzheimer’s Disease and Progressive Supranuclear Palsy
Diaz-Gomez, Liliana; Gutierrez-Rodriguez, Andres E.; Martinez-Maldonado, Alejandra; Luna-Muñoz, Jose; Cantoral-Ceballos, Jose A.; Ontiveros-Torres, Miguel A. (MDP, 2022-11-22)Neurodegenerative diseases, tauopathies, constitute a serious global health problem. The etiology of these diseases is unclear and an increase in their incidence has been projected in the next 30 years. Therefore, the ... -
A Novel Automatic Quantification Protocol for Biomarkers of Tauopathies in the Hippocampus and Entorhinal Cortex of Post-Mortem Samples Using an Extended Semi-Siamese U-Net
Campero-Garcia, Luis A.; Cantoral-Ceballos, Jose A.; Martinez-Maldonado, Alejandra; Luna-Muñoz, Jose; Ontiveros-Torres, Miguel A.; Gutierrez-Rodriguez, Andres E. (Biology., 2022-07-28)Efforts have been made to diagnose and predict the course of different neurodegenerative diseases through various imaging techniques. Particularly tauopathies, where the tau polypeptide is a key participant in molecular ...