Predicting early return to sport after periacetabular osteotomy : a machine-learning approach.

Journal: Bone & joint open
Published Date: Jun 1, 2025

Abstract

AIMS: Periacetabular osteotomy (PAO) is the primary surgical treatment for developmental dysplasia of the hip (DDH), providing considerable pain relief and improved joint function. Return to sport (RTS) is a key outcome for young, active patients. This study aimed to identify preoperative predictors of RTS timing and develop a machine-learning-based prediction model to optimize patient counselling.

Authors

  • Lars Nonnenmacher
    Center for Orthopaedics, Trauma Surgery and Rehabilitation Medicine, University Medicine Greifswald, Greifswald, Germany.
  • Maximilian Fischer
    Department of Medicine I, University Hospital, LMU Munich, Munich, Germany.
  • Lars Kaderali
  • Georgi I Wassilew
    Center for Orthopaedics, Trauma Surgery and Rehabilitation Medicine, University Medicine Greifswald, Greifswald, Germany.

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