Improved diagnosis of tibiofemoral cartilage defects on MRI images using deep learning

Improved diagnosis of tibiofemoral cartilage defects on MRI images using deep learning

Introduction: MRI is the modality of choice for cartilage imaging, however, its diagnostic performance is variable. Objectives: We aimed to evaluate whether deep learning can be utilized to accurately identify cartilage defects when applied to the interpretation of knee MRI images and compare deep l...

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Bibliographic Details
Main Authors: Gergo Merkely, M.D., Alireza Borjali, Ph.D., Molly Zgoda, Evan M. Farina, M.D., Simon Görtz, M.D., Orhun Muratoglu, Ph.D., Christian Lattermann, M.D., Kartik M. Varadarajan, Ph.D.
Format: Article
Language:English
Published: Elsevier 2021-06-01
Series:Journal of Cartilage & Joint Preservation
Subjects:
Cartilage defect
Knee
Mri
Deep learning
Convolutional neural networks
Online Access:http://www.sciencedirect.com/science/article/pii/S2667254521000093

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http://www.sciencedirect.com/science/article/pii/S2667254521000093

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