A novel image-based machine learning model with superior accuracy and predictability for knee arthroplasty loosening detection and clinical decision making

BACKGROUND: Loosening is the leading cause of total knee arthroplasty (TKA) revision. This is a heavy burden toward the healthcare system owing to the difficulty in diagnosis and complications occurring from the delay management. Based on automatic analytical model building, machine learning, may po...

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Detalles Bibliográficos
Autores principales: Lau, Lawrence Chun Man, Chui, Elvis Chun Sing, Man, Gene Chi Wai, Xin, Ye, Ho, Kevin Ki Wai, Mak, Kyle Ka Kwan, Ong, Michael Tim Yun, Law, Sheung Wai, Cheung, Wing Hoi, Yung, Patrick Shu Hang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Chinese Speaking Orthopaedic Society 2022
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9562957/
https://www.ncbi.nlm.nih.gov/pubmed/36263380
http://dx.doi.org/10.1016/j.jot.2022.07.004

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