Pain Detection in Biophysiological Signals: Knowledge Transfer from Short-Term to Long-Term Stimuli Based on Distance-Specific Segment Selection

Pain Detection in Biophysiological Signals: Knowledge Transfer from Short-Term to Long-Term Stimuli Based on Distance-Specific Segment Selection

In this study, we analyze a signal segmentation-specific pain duration transfer task by applying knowledge transfer from short-term (phasic) pain stimuli to long-term (tonic) pain stimuli. To this end, we focus on the physiological signals of the X-ITE Pain Database. We evaluate different distance-b...

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Bibliographic Details
Main Authors: Tobias Benjamin Ricken, Peter Bellmann, Steffen Walter, Friedhelm Schwenker
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Computers
Subjects:
signal segmentation
pain recognition
physiological signals
knowledge transfer
e-Health
Online Access:https://www.mdpi.com/2073-431X/12/4/71

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