Dual Stream Feature Fusion 3D Network for supraspinatus tendon tear classification

Sheng Miao, Dezhen Wang, Xiaonan Yang, Zitong Liu, Xiang Shen, Dapeng Hao, Chuanli Zhou, Jiufa Cui

Abstract: Highlights•This study first performed a detailed six-class classification of supraspinatus tears.•YOLO and DSFF-3DNet were integrated into one workflow to reduce radiologists’ annotation burden.•We proposed DSFF-3DNet which simultaneously uses both Image and ROI as inputs.•Our proposed DSFF-3DNet saved radiologists approximately 40% to 91% of their time.