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Current Appointments & Affiliations


Recent Publications


The application of transfer learning to T1ρ MRI tibiofemoral cartilage segmentation.

Journal Article J Biomech · January 2026 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 segmentati ... Full text Link to item Cite
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Recent Grants


Biomechanical and Biological Predictors of Cartilage Health Following Meniscus Injury

ResearchResearch Assistant · Awarded by National Institute of Arthritis and Musculoskeletal and Skin Diseases · 2021 - 2026

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