Orthopedic & Muscular System: Current Research
Open Access

Talitha Koo Yen

Publications

• Research Article
  Predictive Model and Web-based Calculator for the Oxford Hip Score After Total Hip Replacement
  Author(s): Talitha Koo Yen*, Adriano Stofel Bispo, Danilo Lopes Paiva, Lucas GG Tiago de Souza and Eloisio B Lopes NetoTalitha Koo Yen*, Adriano Stofel Bispo, Danilo Lopes Paiva, Lucas GG Tiago de Souza and Eloisio B Lopes Neto
  
  Objective: Although previous studies have developed classical models predicting outcomes after hip replacement, no formal machine-learning based calculators have been designed to predict Oxford Hip Score based on a national sample. The aim of our study was to develop a series of machine-learning models and a web-based calculator to predict Oxford Hip Scores after total hip replacement.Methods: We made use of the National Health Service Patient Reported Outcome Measures and Hospital Episode Statistics (NHS PROMS/HES) database, evaluating pre and post-operative data from patients aged over 50 years old undergoing total hip replacement from 2010 to 2015. Predictors of Oxford Hip Score were assessed using a combination of machine-learning and tree regression models.Results: A total of 170,283 patients participated in the study.. View More»
  DOI: 10.4172/2161-0533.1000252

  Abstract PDF

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