3 papers
q-bio.QM2025
Foundations of a Knee Joint Digital Twin from qMRI Biomarkers for Osteoarthritis and Knee Replacement
Gabrielle Hoyer, Kenneth T Gao, Felix G Gassert +4
This study forms the basis of a digital twin system of the knee joint, using advanced quantitative MRI (qMRI) and machine learning to advance precision health in osteoarthritis (OA…
eess.IV2025
Clinical utility of foundation models in musculoskeletal MRI for biomarker fidelity and predictive outcomes
Gabrielle Hoyer, Michelle W Tong, Rupsa Bhattacharjee +2
Precision medicine in musculoskeletal imaging requires scalable measurement infrastructure. We developed a modular system that converts routine MRI into standardized quantitative b…
eess.IV2024
The object detection method aids in image reconstruction evaluation and clinical interpretation of meniscal abnormalities
Natalia Konovalova, Aniket Tolpadi, Felix Liu +8
This study investigates the relationship between deep learning (DL) image reconstruction quality and anomaly detection performance, and evaluates the efficacy of an artificial inte…