The Analysis of Pain Research through the Lens of Artificial Intelligence and Machine Learning.

Journal: Pain physician
Published Date: Mar 1, 2022

Abstract

BACKGROUND: Traditional pain assessment methods have significant limitations due to the high variability in patient reported pain scores and perception of pain by different individuals. There is a need for generalized and automatic pain detection and recognition methods. In this paper, state-of-the-art machine learning (ML) and deep learning methods in this field are analyzed as well as pain management techniques.

Authors

  • Jagadesh N Nagireddi
    Pain Management Centers of America, Paducah, KY & Evansville, IN.
  • Amanya Ketan Vyas
    Pain Management Centers of America, Paducah, KY & Evansville, IN.
  • Mahendra R Sanapati
    Pain Management Centers of America, Evansville, IN.
  • Amol Soin
    Wright State University Boonshoft School of Medicine, Fairborn, OH; Ohio Pain Clinic, Dayton, OH.
  • Laxmaiah Manchikanti
    Pain Management Centers of America, Paducah, KY and Evansville, IN; LSU Health Science Center, New Orleans, LA.

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