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20242026
most citedConvolutional Neural Network Model Observers Discount Signal-like Anatomical Structures During Search in Virtual Digital Breast Tomosynthesis Phantoms

1 citations · 1 across the 4 of their papers we have counts for

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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…