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Predicting knee osteoarthritis severity: comparative modeling based on patient’s data and plain X-ray images

Knee osteoarthritis (KOA) is a disease that impairs knee function and causes pain. A radiologist reviews knee X-ray images and grades the severity level of the impairments according to the Kellgren and Lawrence grading scheme; a five-point ordinal scale (0–4). In this study, we used Elastic Net (EN)...

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Detalles Bibliográficos
Autores principales: Abedin, Jaynal, Antony, Joseph, McGuinness, Kevin, Moran, Kieran, O’Connor, Noel E., Rebholz-Schuhmann, Dietrich, Newell, John
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6453934/
https://www.ncbi.nlm.nih.gov/pubmed/30962509
http://dx.doi.org/10.1038/s41598-019-42215-9