Leveraging Insurance Claims Data to Identify Risk Factors for Posttraumatic Osteoarthritis After Multiligament Knee Reconstruction.
Cale A JacobsCaitlin E W ConleyDarren L JohnsonDavid C LandyAustin V StonePublished in: The American journal of sports medicine (2023)
OA incidence was greater after MLKI reconstruction than after isolated ACL reconstruction. Potentially modifiable risk factors for OA after MLKI were identified and include obesity, tobacco use, depression, and the need for motion-restoring surgery.
Keyphrases
- knee osteoarthritis
- health insurance
- minimally invasive
- metabolic syndrome
- type diabetes
- total knee arthroplasty
- insulin resistance
- risk factors
- weight loss
- rheumatoid arthritis
- healthcare
- big data
- high fat diet induced
- machine learning
- physical activity
- surgical site infection
- body mass index
- deep learning
- artificial intelligence
- mass spectrometry
- atrial fibrillation
- affordable care act