Automating classification of osteoarthritis according to Kellgren-Lawrence in the knee using deep learning in an unfiltered adult population

Automating classification of osteoarthritis according to Kellgren-Lawrence in the knee using deep learning in an unfiltered adult population

Abstract Background Prevalence for knee osteoarthritis is rising in both Sweden and globally due to increased age and obesity in the population. This has subsequently led to an increasing demand for knee arthroplasties. Correct diagnosis and classification of a knee osteoarthritis (OA) are therefore...

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Bibliographic Details
Main Authors: Simon Olsson, Ehsan Akbarian, Anna Lind, Ali Sharif Razavian, Max Gordon
Format: Article
Language:English
Published: BMC 2021-10-01
Series:BMC Musculoskeletal Disorders
Subjects:
Deep learning
artificial intelligence
knee osteoarthritis
radiographs
Kellgren & Lawrence classification
Online Access:https://doi.org/10.1186/s12891-021-04722-7

Internet

https://doi.org/10.1186/s12891-021-04722-7

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