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

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 information, which...

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Detalles Bibliográficos
Autores principales: Wang, Kang, Niu, Xin, Dou, Yong, Xie, Dongxing, Yang, Tuo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8376929/
https://www.ncbi.nlm.nih.gov/pubmed/34413365
http://dx.doi.org/10.1038/s41598-021-96240-8