Automated segmentation and prediction of intervertebral disc morphology and uniaxial deformations from MRI

Automated segmentation and prediction of intervertebral disc morphology and uniaxial deformations from MRI

Objective: The measurement of in vivo intervertebral disc (IVD) mechanics may be used to understand the etiology of IVD degeneration and low back pain (LBP). To this end, our lab has developed methods to measure IVD morphology and uniaxial compressive deformation (% change in IVD height) resulting f...

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Bibliographic Details
Main Authors: James A. Coppock, Nicole E. Zimmer, Charles E. Spritzer, Adam P. Goode, Louis E. DeFrate
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Osteoarthritis and Cartilage Open
Subjects:
Medical image segmentation
Machine learning
Computer aided diagnosis
Low back pain
Intervertebral disc degeneration
Intervertebral disc mechanics
Online Access:http://www.sciencedirect.com/science/article/pii/S2665913123000456

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http://www.sciencedirect.com/science/article/pii/S2665913123000456

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