A machine learning analysis of patient and imaging factors associated with achieving clinically substantial outcome improvements following total shoulder arthroplasty: Implications for selecting anatomic or reverse prostheses.

Journal: Shoulder & elbow
Published Date: Jul 18, 2023

Abstract

BACKGROUND: Indications for reverse total shoulder arthroplasty(rTSA) continue to expand making it challenging to predict whether patients will benefit more from anatomic TSA(aTSA) or rTSA. The purpose of this study was to determine which factors differ between aTSA and rTSA patients that achieve meaningful outcomes and may influence surgical indication.

Authors

  • Kyle N Kunze
    Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY, USA.
  • Aimee Bobko
    Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.
  • Joshua I Mathew
    Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.
  • Evan M Polce
    Department of Orthopaedic Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.
  • Joseph E Manzi
    Department of Orthopaedic Surgery, Weill Cornell Medical College, New York, NY, USA.
  • Allen Nicholson
    Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.
  • Anthony Finocchiaro
    Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.
  • Jennifer Estrada
    Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.
  • Jacob Zeitlin
    Department of Orthopaedic Surgery, Weill Cornell Medical College, New York, NY, USA.
  • Blake Meza
    Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.
  • Samuel Taylor
    Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.
  • Theodore A Blaine
    Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.
  • Russell F Warren
    Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.
  • Michael C Fu
    Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.
  • Joshua S Dines
    Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.
  • Lawrence V Gulotta
    Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.

Keywords

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