Elisabeth Garwood

Elisabeth Garwood, MD, serves as Assistant Professor in the Department of Radiology at the T.H. Chan School of Medicine, UMass Chan Medical School, specializing within the Musculoskeletal Division. Her clinical practice and research integrate advanced imaging techniques with cutting-edge artificial intelligence applications to enhance diagnostic precision in orthopedic radiology.

Education:

• BS in Animal Sciences, University of Massachusetts Amherst
• MD, Pennsylvania State College of Medicine

Dr. Garwood's research program centers on the transformative intersection of musculoskeletal imaging and artificial intelligence. She pioneers AI-driven quality assurance systems that prevent diagnostic errors in high-acuity settings while developing rapid MRI protocols that maintain diagnostic integrity through time-efficient acquisition strategies. Her expertise spans knee and shoulder pathology, with particular focus on sports injuries, post-operative monitoring, and biomechanical assessment using advanced imaging modalities. The evolution of her work demonstrates a strategic pivot from foundational musculoskeletal MRI techniques (2017-2020) toward leadership in AI integration for radiology workflows (2021-2024).

Publication analysis reveals consistent contributions to radiology's technological evolution, with recent high-impact work addressing critical gaps in AI-radiologist collaboration. Her 2023-2024 publications establish frameworks for preventing missed diagnoses through discordance-alerting systems and analyzing reinjury patterns in athletic populations, reflecting both technical innovation and clinical relevance.

Scientific Awards: No awards documented in provided materials.

Dr. Garwood actively contributes to radiology education through residency training innovations, as evidenced by her AI-DSS implementation research. While specific grant funding isn't detailed, her multi-institutional collaborations (including 6 co-authors across 9 publications) demonstrate significant research engagement. Her work has influenced clinical practice through Wikipedia citations, patent references, and clinical guideline incorporation.

Based at UMass Chan Medical School's Worcester campus, she maintains active collaborations within the Department of Radiology and participates in multi-site research networks focused on musculoskeletal AI applications and imaging protocol optimization, frequently working with colleagues including Ryan Tai, Ganesh Joshi, and Debajyoti Saha.