Systematic Review of the Effectiveness of Machine Learning Algorithms for Classifying Pain Intensity, Phenotype or Treatment Outcomes Using Electroencephalogram Data-Reference-Cited by-同舟云学术

Systematic Review of the Effectiveness of Machine Learning Algorithms for Classifying Pain Intensity, Phenotype or Treatment Outcomes Using Electroencephalogram Data

Published:2021-08 Issue: Volume: Page:
ISSN:1526-5900
Container-title:The Journal of Pain
language:en
Short-container-title:The Journal of Pain

Author:

Mari Tyler,Henderson Jessica^ORCID,Maden Michelle,Nevitt Sarah^ORCID,Duarte Rui^ORCID,Fallon Nicholas

Publisher

Elsevier BV

Subject

Anesthesiology and Pain Medicine,Clinical Neurology,Neurology

Reference109 articles.

1. The impact of artificial intelligence in medicine on the future role of the physician;Ahuja;Peer J,2019

2. Analysis of repetitive flash stimulation frequencies and record periods to detect migraine using artificial neural network;Akben;J Med Syst,2012

3. Classification of multi-channel EEG signals for migraine detection;Akben;Biomed Res,2016

4. Tonic cold pain detection using Choi–Williams time-frequency distribution analysis of EEG signals: A feasibility study;Alazrai;Appl Sci,2019

5. EEG-based tonic cold pain recognition system using wavelet transform;Alazrai;Neural Comput Appl,2019

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