Automated Classification of Radiographic Knee Osteoarthritis Severity Using Deep Neural Networks

PURPOSE: To develop an automated model for staging knee osteoarthritis severity from radiographs and to compare its performance to that of musculoskeletal radiologists. MATERIALS AND METHODS: Radiographs from the Osteoarthritis Initiative staged by a radiologist committee using the Kellgren-Lawrence...

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Detalhes bibliográficos
Publicado no:Radiol Artif Intell
Main Authors: Thomas, Kevin A., Kidziński, Łukasz, Halilaj, Eni, Fleming, Scott L., Venkataraman, Guhan R., Oei, Edwin H. G., Gold, Garry E., Delp, Scott L.
Formato: Artigo
Idioma:Inglês
Publicado em: Radiological Society of North America 2020
Assuntos:
Original Research
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7104788/
https://ncbi.nlm.nih.gov/pubmed/32280948
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/ryai.2020190065
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