Search

Your search keyword '"Tamez-Peña, Jose Gerardo"' showing total 11 results
Start Over Author "Tamez-Peña, Jose Gerardo"
11 results on '"Tamez-Peña, Jose Gerardo"'

1. Performance Evaluation of Deep Learning and Transformer Models Using Multimodal Data for Breast Cancer Classification

Author

Hussain, Sadam, Ali, Mansoor, Naseem, Usman, Bosques Palomo, Beatriz Alejandra, Monsivais Molina, Mario Alexis, Garza Abdala, Jorge Alberto, Avendano Avalos, Daly Betzabeth, Cardona-Huerta, Servando, Aaron Gulliver, T., Tamez Pena, Jose Gerardo, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Ali, Sharib, editor, van der Sommen, Fons, editor, Papież, Bartłomiej Władysław, editor, Ghatwary, Noha, editor, Jin, Yueming, editor, and Kolenbrander, Iris, editor

Published
2025
Full Text
View/download PDF

6. Incorporating Breast Asymmetry Studies into CADx Systems

Author

Padilla, José María Celaya, primary, Valdivia, Cesar Humberto Guzmán, additional, Tejada, Jorge Issac Galván, additional, Tejada, Carlos Eric Galván, additional, Rosales, Hamurabi Gamboa, additional, Contreras, Juan Rubén Delgado, additional, Martinez-Torteya, Antonio, additional, Reyna, Roberto Olivera, additional, Sánchez, Jorge Roberto Manjarrez, additional, Ruiz, Francisco Javier Martinez, additional, Garza-Veloz, Idalia, additional, Martinez-Fierro, Margarita L., additional, Treviño, Victor, additional, and Tamez-Peña, Jose Gerardo, additional

Published
2017
Full Text
View/download PDF

9. Radiogenomics analysis identifies correlations of digital mammography with clinical molecular signatures in breast cancer

Author

Tamez-Peña, Jose-Gerardo, primary, Rodriguez-Rojas, Juan-Andrés, additional, Gomez-Rueda, Hugo, additional, Celaya-Padilla, Jose-Maria, additional, Rivera-Prieto, Roxana-Alicia, additional, Palacios-Corona, Rebeca, additional, Garza-Montemayor, Margarita, additional, Cardona-Huerta, Servando, additional, and Treviño, Victor, additional

Published
2018
Full Text
View/download PDF

11. Machine learning and cox based benchmarking tool: exploration of survival models associated with chronic degenerative diseases

Author

Orozco Sánchez, Jorge Andrés, Tamez Peña, Jose Gerardo, Escuela de Ingeniería y ciencias, Trevino Alvarado, Víctor Manuel, Martínez Ledesma, Juan Emmanuel, Martínez Torteya, Antonio, Campus Monterrey, and emipsanchez

Subjects
Technology, Breast cancer, Machine learning, Cox, CIENCIAS TECNOLÓGICAS::TECNOLOGÍA DE LOS ORDENADORES::INTELIGENCIA ARTIFICIAL [INGENIERÍA Y TECNOLOGÍA], Alzheimer's
Abstract

https://orcid.org/0000-0003-1361-5162 the present work reports the exploration of the CoxBenchmarking function applied to chronic-degenerative disease datasets associated with survival. CoxBenchmarking implementation is a computer-based benchmarking algorithm that compares the Survival Models that were constructed by several machine learning strategies. It was developed as an extension of FRESA.CAD package and uses its Random Holdout Cross-Validation. CoxBenchmarking provides an algorithm that generates eleven distinct survival models through feature selection of ML-based techniques: 6 wrappers and 5 filters. Besides, the function summarizes the results with tables and graphs by providing a well-ordered data structure and a plot function. Maestría en Ciencias Computacionales

Published
2020

Catalog

Books, media, physical & digital resources
See catalog results