2 papers
cs.CV2025
Radiology Report Generation with Layer-Wise Anatomical Attention
Emmanuel D. Muñiz-De-León, Jorge A. Rosales-de-Golferichs, Ana S. Muñoz-RodrÃguez +3
Automatic radiology report generation is a promising application of multimodal deep learning, aiming to reduce reporting workload and improve consistency. However, current state-of…
cs.CV2025
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…