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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...
Autores principales: | Wang, Kang, Niu, Xin, Dou, Yong, Xie, Dongxing, Yang, Tuo |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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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 |
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