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Papers of the Week

Papers: 19 Mar 2022 - 25 Mar 2022

2022 Mar

Pain Physician



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


Nagireddi JN, Vyas A K, Sanapati MR, Soin A, Manchikanti L
Pain Physician. 2022 Mar; 25(2):E211-E243.
PMID: 35322975.


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.