Method for Diagnosing the Bone Marrow Edema of Sacroiliac Joint in Patients with Axial Spondyloarthritis Using Magnetic Resonance Image Analysis Based on Deep Learning

Method for Diagnosing the Bone Marrow Edema of Sacroiliac Joint in Patients with Axial Spondyloarthritis Using Magnetic Resonance Image Analysis Based on Deep Learning

Axial spondyloarthritis (axSpA) is a chronic inflammatory disease of the sacroiliac joints. In this study, we develop a method for detecting bone marrow edema by magnetic resonance (MR) imaging of the sacroiliac joints and a deep-learning network. A total of 815 MR images of the sacroiliac joints we...

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Bibliographic Details
Main Authors: Kang Hee Lee, Sang Tae Choi, Guen Young Lee, You Jung Ha, Sang-Il Choi
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Diagnostics
Subjects:
axial spondyloarthritis
bone marrow edema
sacroiliitis
magnetic resonance imaging
deep learning
Online Access:https://www.mdpi.com/2075-4418/11/7/1156

Internet

https://www.mdpi.com/2075-4418/11/7/1156

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