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

Radiology Artificial Intelligence 2026

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Authors: 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
+1 more Jinhua Yu
DOI: 10.1148/ryai.250600
Cited by: 1
References: 18

Abstract

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

Fields of Study & Subjects

AI in cancer detection Breast Lesions and Carcinomas Digital Radiography and Breast Imaging

Publication details

Journal / source
Radiology Artificial Intelligence
Publisher
Radiological Society of North America (RSNA)
Volume
8
Issue
3
Pages
e250600–e250600
Publication date
8 April 2026
Language
EN