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Disease Phenotypes in Refractory Musculoskeletal Pain Syndromes Identified by Unsupervised Machine Learning.

Thomas HügleTiffany PrétatMarc SuterChris LovejoyPedro Ming Azevedo
Published in: ACR open rheumatology (2024)
Our model identified and visualized clinically relevant chronic musculoskeletal pain subtypes and predicted their response to multimodal treatment. Such digital personas and avatars may play a future role in the design of personalized therapeutic modalities and clinical trials.
Keyphrases
  • machine learning
  • pain management
  • chronic pain
  • clinical trial
  • neuropathic pain
  • artificial intelligence
  • current status
  • spinal cord injury
  • combination therapy
  • deep learning
  • replacement therapy