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Deep learning-assisted knee osteoarthritis automatic grading on plain radiographs: the value of multiview X-ray images and prior knowledge

BACKGROUND: Knee osteoarthritis (OA) is harmful to people’s health. Effective treatment depends on accurate diagnosis and grading. This study aimed to assess the performance of a deep learning (DL) algorithm based on plain radiographs in detecting knee OA and to investigate the effect of multiview i...

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Detalles Bibliográficos
Autores principales: Li, Wei, Xiao, Zhongli, Liu, Jin, Feng, Jiaxin, Zhu, Dantian, Liao, Jianwei, Yu, Wenjun, Qian, Baoxin, Chen, Xiaojun, Fang, Yijie, Li, Shaolin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10239991/
https://www.ncbi.nlm.nih.gov/pubmed/37284121
http://dx.doi.org/10.21037/qims-22-1250