Clinic-aligned Dual Distillation of Video and Image Foundation Models for Automated Breast Cancer US Diagnosis

作者：Chengqian Zhao, Yijie Dong, Xuan Xie, G H Wu, Feiyu Yin, Wenwen Zeng, Pengfei Song, Yonghuang Wu, Lina Fu, Bingqian Nie, Hong Ding, Jianqiao Zhou, Jinhua Yu · 发表于：Radiology Artificial Intelligence · 年份：2026 · DOI：10.1148/ryai.250600 · 被引用次数：1 · 研究领域：AI in cancer detection、Breast Lesions and Carcinomas、Digital Radiography and Breast Imaging

USDist, a lightweight dual-distillation US model, demonstrated high diagnostic performance and multicenter generalizability for automated breast cancer diagnosis while substantially reducing computational complexity.