Deep learning enables the differentiation between early and late stages of hip avascular necrosis.

Michail E KlontzasEvangelia E VassalouKonstantinos SpanakisFelix MeurerKlaus WoertlerAristeidis ZibisKostas MariasApostolos H Karantanas

Published in: European radiology (2023)

• A convolutional neural network ensemble achieved excellent performance in distinguishing between early and late avascular necrosis. • The performance of the deep learning method was similar to the performance of expert readers.

Keyphrases

convolutional neural network
deep learning
artificial intelligence
machine learning
total hip arthroplasty