Deep-learning based quantification model for hip bone marrow edema and synovitis in patients with spondyloarthritis based on magnetic resonance images

Deep-learning based quantification model for hip bone marrow edema and synovitis in patients with spondyloarthritis based on magnetic resonance images

Objectives: Hip inflammation is one of the most common complications in patients with spondyloarthritis (SpA). Herein, we employed use of a deep learning-based magnetic resonance imaging (MRI) evaluation model to identify irregular and multiple inflammatory lesions of the hip.Methods: All of the SpA...

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Bibliographic Details
Main Authors: Yan Zheng, Chao Bai, Kui Zhang, Qing Han, Qingbiao Guan, Ying Liu, Zhaohui Zheng, Yong Xia, Ping Zhu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Physiology
Subjects:
spondyloarthritis
hip
magnetic resonance imaging
synovitis
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2023.1132214/full

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