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Gait Alterations and Association With Worsening Knee Pain and Physical Function: A Machine Learning Approach With Wearable Sensors in the Multicenter Osteoarthritis Study.

Kathryn L BaconDavid T FelsonS Reza JafarzadehVijaya B KolachalamaJeffrey M HausdorffEran GazitJoshua J StefanikPatrick CorriganNeil A SegalCora E LewisMichael C NevittDeepak Kumar
Published in: Arthritis care & research (2024)
We identified gait alterations associated with worsening knee pain and those associated with worsening physical function. These alterations could be assessed with wearable sensors in clinical settings. Further research should determine whether they might be therapeutic targets to prevent worsening pain and worsening function.
Keyphrases
  • chronic pain
  • pain management
  • machine learning
  • neuropathic pain
  • total knee arthroplasty
  • knee osteoarthritis
  • heart rate
  • low cost
  • blood pressure
  • cerebral palsy
  • deep learning
  • anterior cruciate ligament
  • double blind