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Daily Pain Prediction Using Smartphone Speech Recordings of Patients With Spine Disease.

Akiro H DueyAakanksha RanaFrancesca SiddiHelweh HusseinJukka-Pekka OnnelaTimothy R Smith
Published in: Neurosurgery (2023)
Our study uses a KNN to model the relationship between speech features and pain levels collected from personal smartphones of patients with spine disease. The proposed model is a stepping stone for the development of objective pain assessment in neurosurgery clinical practice.
Keyphrases
  • chronic pain
  • pain management
  • neuropathic pain
  • clinical practice
  • physical activity
  • spinal cord
  • postoperative pain
  • hearing loss