Automated Electrodermal Activity and Facial Expression Analysis for Continuous Pain Intensity Monitoring on the X-ITE Pain Database

Automated Electrodermal Activity and Facial Expression Analysis for Continuous Pain Intensity Monitoring on the X-ITE Pain Database

This study focuses on improving healthcare quality by introducing an automated system that continuously monitors patient pain intensity. The system analyzes the Electrodermal Activity (EDA) sensor modality modality, compares the results obtained from both EDA and facial expressions modalities, and l...

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Bibliographic Details
Main Authors: Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Life
Subjects:
continuous pain intensity recognition
electrodermal activity
facial expressions
fusion
long-short term memory network
random forest
Online Access:https://www.mdpi.com/2075-1729/13/9/1828

Internet

https://www.mdpi.com/2075-1729/13/9/1828

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