Beatriz Pérez-Gómez

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 5

Top Topics

Multivariate Regression

Mammographic Images

Prostate Cancer

Top Venues

Comput. Methods Programs Biomed.

J. Exp. Theor. Artif. Intell.

Publications

Hector Lopez-Almazan, Francisco Javier Pérez-Benito, Andrés Larroza, Juan Carlos Pérez-Cortes, Marina Pollán, Beatriz Pérez-Gómez, Dolores Salas-Trejo, María Casals, Rafael Llobet
A deep learning framework to classify breast density with noisy labels regularization. Comput. Methods Programs Biomed. 221 (2022)
Francisco Javier Pérez-Benito, François Signol, Juan Carlos Pérez-Cortes, Alejandro Fuster Baggetro, Marina Pollán, Beatriz Pérez-Gómez, Dolores Salas-Trejo, María Casals, Inmaculada Martínez, Rafael Llobet
A deep learning system to obtain the optimal parameters for a threshold-based breast and dense tissue segmentation. Comput. Methods Programs Biomed. 195 (2020)
Francisco Javier Pérez-Benito, François Signol, Juan Carlos Pérez-Cortes, Marina Pollán, Beatriz Pérez-Gómez, Dolores Salas-Trejo, María Casals, Inmaculada Martínez, Rafael Llobet
Global parenchymal texture features based on histograms of oriented gradients improve cancer development risk estimation from healthy breasts. Comput. Methods Programs Biomed. 177 (2019)
Juan Enrique Sánchez Lasheras, Sergio Luis Suárez Gómez, Jesús Daniel Santos Rodríguez, Gemma Castaño-Vinyals, Beatriz Pérez-Gómez, Adonina Tardón
A multivariate regression approach for identification of SNPs importance in prostate cancer. J. Exp. Theor. Artif. Intell. 31 (6) (2019)
Juan Enrique Sánchez Lasheras, Fernando Sánchez Lasheras, Carmen González-Donquiles, Adonina Tardón, Gemma Castaño Vynals, Beatriz Pérez-Gómez, Camilo Palazuelos, Dolors Sala, Francisco Javier de Cos Juez
Classification of Prostate Cancer Patients and Healthy Individuals by Means of a Hybrid Algorithm Combing SVM and Evolutionary Algorithms. HAIS (2018)
Rafael Llobet, Marina Pollán, Joaquín Antón, Josefa Miranda-García, María Casals, Inmaculada Martínez, Francisco Ruiz-Perales, Beatriz Pérez-Gómez, Dolores Salas-Trejo, Juan Carlos Pérez-Cortes
Semi-automated and fully automated mammographic density measurement and breast cancer risk prediction. Comput. Methods Programs Biomed. 116 (2) (2014)