Prediction of Total Knee Replacement and Diagnosis of Osteoarthritis by Using Deep Learning on Knee Radiographs: Data from the Osteoarthritis Initiative

BACKGROUND: The methods for assessing knee osteoarthritis (OA) do not provide enough comprehensive information to make robust and accurate outcome predictions. PURPOSE: To develop a deep learning (DL) prediction model for risk of OA progression by using knee radiographs in patients who underwent tot...

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Vydáno v:Radiology
Hlavní autoři: Leung, Kevin, Zhang, Bofei, Tan, Jimin, Shen, Yiqiu, Geras, Krzysztof J., Babb, James S., Cho, Kyunghyun, Chang, Gregory, Deniz, Cem M.
Médium: Artigo
Jazyk:Inglês
Vydáno: Radiological Society of North America 2020
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Original Research
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7434649/
https://ncbi.nlm.nih.gov/pubmed/32573386
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/radiol.2020192091
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