Design and Evaluation of Deep Learning Models for Continuous Acute Pain Detection Based on Phasic Electrodermal Activity

Author:

Pinzon-Arenas Javier O.1,Kong Youngsun2ORCID,Chon Ki H.2,Posada-Quintero Hugo F.2ORCID

Affiliation:

1. Faculty of Engineering, Universidad Militar Nueva Granada, Bogota, Colombia

2. Department of Biomedical Engineering, University of Connecticut, Storrs, CT, USA

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Health Information Management,Electrical and Electronic Engineering,Computer Science Applications,Health Informatics

Reference60 articles.

1. Using electrodermal activity to validate multilevel pain stimulation in healthy volunteers evoked by thermal grills

2. Chronic Pain Perception and Cultural Experience

3. Analysis of Reproducibility of Noninvasive Measures of Sympathetic Autonomic Control Based on Electrodermal Activity and Heart Rate Variability

4. An overview of ethnic and gender differences in pain sensation;kvachadze;Georgian Medical News,2015

5. Electrodermal activity monitoring during painful stimulation in sedated adult intensive care unit patients;aslanidis;ACTA MEDICA,2018

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Utilising electrodermal activity sensor signals to quantify nociceptive response during movement activities;BMC Research Notes;2024-01-24

2. A Hybrid Pain Assessment Approach with Stacked Autoencoders and Attention-Based CP-LSTM;2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE);2023-11-02

3. Survey on Pain Detection using Machine Learning Models (Preprint);2023-09-22

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