Login / Signup

Prediction of Physical Frailty in Orthogeriatric Patients Using Sensor Insole-Based Gait Analysis and Machine Learning Algorithms: Cross-sectional Study.

Moritz KrausMaximilian Michael SallerSebastian Felix BaumbachCarl NeuerburgUlla Cordula StumpfWolfgang BöckerAlexander Martin Keppler
Published in: JMIR medical informatics (2022)
A gait analysis based on machine learning algorithms using sensor soles is superior to the SARC-F and the TUG test to identify physical frailty in orthogeriatric patients.
Keyphrases
  • machine learning
  • end stage renal disease
  • chronic kidney disease
  • ejection fraction
  • newly diagnosed
  • deep learning
  • prognostic factors
  • physical activity
  • peritoneal dialysis
  • big data