Construct validation of machine learning in the prediction of short-term postoperative complications following total shoulder arthroplasty

Anirudh K. Gowd, Avinesh Agarwalla, Nirav H. Amin, Anthony A. Romeo, Gregory P. Nicholson, Nikhil N. Verma, Joseph N. Liu

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)e410-e421
JournalJournal of Shoulder and Elbow Surgery
Volume28
Issue number12
DOIs
StatePublished - Dec 2019

ASJC Scopus Subject Areas

  • Surgery
  • Orthopedics and Sports Medicine

Keywords

  • Case-Control Design
  • Diagnostic Study
  • Level IV
  • Total shoulder arthroplasty
  • anatomic total shoulder arthroplasty
  • complication rate
  • machine learning
  • neural networks
  • reverse total shoulder arthroplasty
  • risk assessment

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