Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition

Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition

Artificial intelligence and especially deep learning methods have achieved outstanding results for various applications in the past few years. Pain recognition is one of them, as various models have been proposed to replace the previous gold standard with an automated and objective assessment. While...

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Bibliographic Details
Main Authors: Philip Gouverneur, Frédéric Li, Kimiaki Shirahama, Luisa Luebke, Wacław M. Adamczyk, Tibor M. Szikszay, Kerstin Luedtke, Marcin Grzegorzek
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Sensors
Subjects:
pain recognition
machine learning
deep learning
hand-crafted features
physiological signals
pain perception
Online Access:https://www.mdpi.com/1424-8220/23/4/1959

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