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Editorial Commentary: Machine Learning Is Just a Statistical Technique, Not a Mystical Methodology or Peer Review
Prem N Ramkumar1, Riley J Williams1
1Sports Medicine Institute, Hospital for Special Surgery.
Artificial intelligence (AI) research in orthopaedics is growing, but critical errors in application and methodology are common. Focus on data quality and research questions, not just AI models, to ensure robust findings.
Area of Science:
- Orthopaedic and sports medicine research
- Artificial intelligence applications in healthcare
Background:
- Significant increase in artificial intelligence (AI) research within orthopaedics and sports medicine over the past four years.
- Need for methodologic rigor and meaningful application of AI in scientific literature to ensure appropriate use.
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