Tibiofemoral cartilage strain and recovery following a 3-mile run measured using deep learning segmentation of bone and cartilage

Tibiofemoral cartilage strain and recovery following a 3-mile run measured using deep learning segmentation of bone and cartilage

Objective: We sought to measure the deformation of tibiofemoral cartilage immediately following a 3-mile treadmill run, as well as the recovery of cartilage thickness the following day. To enable these measurements, we developed and validated deep learning models to automate tibiofemoral cartilage a...

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Bibliographic Details
Main Authors: Patrick X. Bradley, Sophia Y. Kim-Wang, Brooke S. Blaisdell, Alexie D. Riofrio, Amber T. Collins, Lauren N. Heckelman, Eziamaka C. Obunadike, Margaret R. Widmyer, Chinmay S. Paranjape, Bryan S. Crook, Nimit K. Lad, Edward G. Sutter, Brian P. Mann, Charles E. Spritzer, Louis E. DeFrate
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Osteoarthritis and Cartilage Open
Subjects:
Auto-segmentation
Cartilage deformation
Cartilage thickness
Magnetic resonance imaging
UNet
Online Access:http://www.sciencedirect.com/science/article/pii/S2665913124001237
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