Posttraumatic Arthritis After Anterior Cruciate Ligament Injury: Machine Learning Comparison Between Surgery and Nonoperative Management
MLMs in a causal inference estimator found ACLR to exert a significant treatment effect in reducing the rate of development of PTOA by 11% compared with nonoperative treatment. ACLR also delayed the onset of PTOA and progression to TKA.
Authors
- Aaron John Krych (ORCID: https://orcid.org/0000-0003-3248-8007)
- Yining Lu (ORCID: https://orcid.org/0000-0002-3967-645X)
- Abhinav Lamba (ORCID: https://orcid.org/0000-0002-7173-9916)
- Christopher L. Camp (ORCID: https://orcid.org/0000-0003-3058-7327)
- Kevin Jurgensmeier (ORCID: https://orcid.org/0000-0003-2377-7210)
- Linjun Yang (ORCID: https://orcid.org/0000-0002-6208-0582)
- Michael J. Stuart (ORCID: https://orcid.org/0000-0002-2281-0018)
- Mario Hevesi (ORCID: https://orcid.org/0000-0001-6208-878X)
Institutions
- Mayo Clinic (US)
- Mayo Clinic in Florida (US)
Publication Details
- Journal
- The American Journal of Sports Medicine
- Published
- 2025-03-13
- DOI
- https://doi.org/10.1177/03635465251322803
- Citations
- 2
- Primary Topic
- Knee injuries and reconstruction techniques
- Type
- article
- Field-Weighted Citation Impact
- 4.01