Radiomics and Machine Learning Can Differentiate Transient Osteoporosis from Avascular Necrosis of the Hip

Differentiation between transient osteoporosis (TOH) and avascular necrosis (AVN) of the hip is a longstanding challenge in musculoskeletal radiology. The purpose of this study was to utilize MRI-based radiomics and machine learning (ML) for accurate differentiation between the two entities. A total...

Descripción completa

Detalles Bibliográficos
Autores principales: Klontzas, Michail E., Manikis, Georgios C., Nikiforaki, Katerina, Vassalou, Evangelia E., Spanakis, Konstantinos, Stathis, Ioannis, Kakkos, George A., Matthaiou, Nikolas, Zibis, Aristeidis H., Marias, Kostas, Karantanas, Apostolos H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8468167/
https://www.ncbi.nlm.nih.gov/pubmed/34574027
http://dx.doi.org/10.3390/diagnostics11091686

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8468167/
https://www.ncbi.nlm.nih.gov/pubmed/34574027
http://dx.doi.org/10.3390/diagnostics11091686

Ejemplares similares