Journal of biomechanicsMagnetic Resonance ImagingCartilageArticularHumansMachine Learning
The application of transfer learning to T1ρ MRI tibiofemoral cartilage segmentation.
Patrick X Bradley, Amber T Collins, Alexie D Riofrio, Lauren N Heckelman, Wyatt A R Smith, Lindsey C Michel, Xingqi Su, Andrzej S Kosinski, Charles E Spritzer, Louis E DeFrate
Published: 202610.1016/j.jbiomech.2025.113075
Abstract
Proteoglycans are critical to the ability of cartilage to withstand loading, and their concentration can be probed in vivo through measurement of T1ρ MRI relaxation times. Machine learning models have demonstrated the potential to replace manual segm…
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