Article

Cross-Device Adaptation of Mirai for Mammography-Based Breast Cancer Risk Prediction

2026-06-17

Abstract excerpt

Fine-tuning can adapt pretrained medical imaging models to new clinical datasets, but device-specific domain shifts may limit generalizability. We evaluated Mirai, a mammography-based deep learning model for breast cancer risk prediction, in a large screening cohort containing Hologic and General Electric (GE) full-field digital mammography systems, including GE Premium View (GE PV) and Tissue Equalization (GE TE)...

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Literature Corpus work: 52b9b1b0-2ab1-5dcd-ba43-4a4af5628607
DOI: 10.64898/2026.06.15.26355696

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