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Predicting total knee replacement at 2 and 5 years in osteoarthritis patients using machine learning

OBJECTIVES: Knee osteoarthritis is a major cause of physical disability and reduced quality of life, with end-stage disease often treated by total knee replacement (TKR). We set out to develop and externally validate a machine learning model capable of predicting the need for a TKR in 2 and 5 years...

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Detalles Bibliográficos
Autores principales: Mahmoud, Khadija, Alagha, M Abdulhadi, Nowinka, Zuzanna, Jones, Gareth
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9933661/
https://www.ncbi.nlm.nih.gov/pubmed/36817624
http://dx.doi.org/10.1136/bmjsit-2022-000141