A siamese network with adaptive gated feature fusion for individual knee OA features grades prediction

Abstract Grading individual knee osteoarthritis (OA) features is a fine-grained knee OA severity assessment. Existing methods ignore following problems: (1) more accurately located knee joints benefit subsequent grades prediction; (2) they do not consider knee joints’ symmetry and semantic informati...

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书目详细资料
Main Authors: Kang Wang, Xin Niu, Yong Dou, Dongxing Xie, Tuo Yang
格式: 文件
语言:English
出版: Nature Portfolio 2021-08-01
丛编:Scientific Reports
在线阅读:https://doi.org/10.1038/s41598-021-96240-8