1 citations · 1 across the 3 of their papers we have counts for
3 papers
Simultaneous Dual-View Mammogram Synthesis Using Denoising Diffusion Probabilistic Models
Jorge Alberto Garza-Abdala, Gerardo A. Fumagal-González, Eduardo de Avila-Armenta +5
Breast cancer screening relies heavily on mammography, where the craniocaudal (CC) and mediolateral oblique (MLO) views provide complementary information for diagnosis. However, ma…
Ensemble of radiomics and ConvNeXt for breast cancer diagnosis
Jorge Alberto Garza-Abdala, Gerardo Alejandro Fumagal-González, Beatriz A. Bosques-Palomo +4
Early diagnosis of breast cancer is crucial for improving survival rates. Radiomics and deep learning (DL) have shown significant potential in assisting radiologists with early can…
MammoRGB: Dual-View Mammogram Synthesis Using Denoising Diffusion Probabilistic Models
Jorge Alberto Garza-Abdala, Gerardo A. Fumagal-González, Daly Avendano +7
Purpose: This study aims to develop and evaluate a three channel denoising diffusion probabilistic model (DDPM) for synthesizing single breast dual view mammograms and to assess th…