Evaluating Federated Vision-Language and Vision-Only Models for Privacy-Aware Breast Cancer Imaging
arXiv:2610.36379v1 Announce Type: new Abstract: Artificial intelligence (AI) shows promise for breast imaging, but limited labeled data, institutional data fragmentation, and privacy concerns hinder centralized training. We investigate a privacy-aware federated learning framework combining pretrain…
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- 2026-10-28 04:00 · arXiv cs.CV
Evaluating Federated Vision-Language and Vision-Only Models for Privacy-Aware Breast Cancer Imaging