2 papers
cs.CV2025
Toward explainable AI approaches for breast imaging: adapting foundation models to diverse populations
Guilherme J. Cavalcante, José Gabriel A. Moreira, Gabriel A. B. do Nascimento +10
Foundation models hold promise for specialized medical imaging tasks, though their effectiveness in breast imaging remains underexplored. This study leverages BiomedCLIP as a found…
physics.med-ph2025
Toward a robust lesion detection model in breast DCE-MRI: adapting foundation models to high-risk women
Gabriel A. B. do Nascimento, Vincent Dong, Guilherme J. Cavalcante +9
Accurate breast MRI lesion detection is critical for early cancer diagnosis, especially in high-risk populations. We present a classification pipeline that adapts a pretrained foun…