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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Dades bibliogràfiques
Autors principals: Michail E. Klontzas, Ioannis Stathis, Konstantinos Spanakis, Aristeidis H. Zibis, Kostas Marias, Apostolos H. Karantanas
Format: Article
Idioma:English
Publicat: MDPI AG 2022-08-01
Col·lecció:Diagnostics
Matèries:
hip
avascular necrosis
osteoporosis/transient
deep learning
Artificial Intelligence
InceptionV3
Accés en línia:https://www.mdpi.com/2075-4418/12/8/1870

Internet

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

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