Feature extraction and gait classification in hip replacement patients on the basis of kinematic waveform data

Abstract

Study aim: To find out, without relying on gait-specific assumptions or prior knowledge, which parameters are most important for the description of asymmetrical gait in patients after total hip arthroplasty (THA).

Keywords

• classification
• total hip arthroplasty
• feature selection
• dimensionality reduction