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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...

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Principais autores: Michail E. Klontzas, Georgios C. Manikis, Katerina Nikiforaki, Evangelia E. Vassalou, Konstantinos Spanakis, Ioannis Stathis, George A. Kakkos, Nikolas Matthaiou, Aristeidis H. Zibis, Kostas Marias, Apostolos H. Karantanas
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2021-09-01
coleção:Diagnostics
Assuntos:
hip
avascular necrosis of bone
osteoporosis
machine learning
artificial intelligence
transient osteoporosis
Acesso em linha:https://www.mdpi.com/2075-4418/11/9/1686
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