Research Focus

Advancing musculoskeletal science through data-driven innovation, advanced analytics, and artificial intelligence.

01

Personalized MSK Care

  • To develop data-driven clinical-decision support platforms to assist with clinical care of patients with a range of musculoskeletal disorders
  • To develop advanced matching techniques to predict health trajectory and recommend personalized treatment plan based on large-scale historic data
  • To develop comprehensive multi-modal models to simulate treatment outcomes based on large-scale historic data
02

Translational Phenotyping

  • To investigate the normal and pathologic development of joints and tissues
  • To study the effects of intrinsic (e.g., sex, genetics) and extrinsic (e.g., physical activity) factors on joint and tissue development
  • To study the effect of joint morphology on joint function, risk of injury and response to treatment
03

Imaging Biomarkers

  • To use imaging to non-invasively study tissue health and structural properties
  • To identify imaging biomarkers to track tissue risk of injury
  • To identify imaging biomarkers to track tissue remodeling and response to treatment
04

Injury Risk Prediction & Treatment Planning

  • To identify intrinsic and extrinsic contributors to risk of musculoskeletal injuries
  • To develop risk screening models to predict the risk of injuries
  • To identify factors influencing treatment outcomes to facilitate proper treatment planning
05

Pediatric MSK Care Access & Equity

  • To study inequality in care of children, adolescents and young adults with a range of musculoskeletal disorders
  • To develop tools to make musculoskeletal care more accessible, affordable and equitable among children, adolescents and young adults