Deep Learning for the Differential Diagnosis between Transient Osteoporosis and Avascular Necrosis of the Hip

Deep Learning for the Differential Diagnosis between Transient Osteoporosis and Avascular Necrosis of the Hip

Differential diagnosis between avascular necrosis (AVN) and transient osteoporosis of the hip (TOH) can be complicated even for experienced MSK radiologists. Our study attempted to use MR images in order to develop a deep learning methodology with the use of transfer learning and a convolutional neu...

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Bibliographic Details
Main Authors: Michail E. Klontzas, Ioannis Stathis, Konstantinos Spanakis, Aristeidis H. Zibis, Kostas Marias, Apostolos H. Karantanas
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Diagnostics
Subjects:
hip
avascular necrosis
osteoporosis/transient
deep learning
Artificial Intelligence
InceptionV3
Online Access:https://www.mdpi.com/2075-4418/12/8/1870

Internet

https://www.mdpi.com/2075-4418/12/8/1870

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