A4 Refereed article in a conference publication

Skin Conductance Response to Gradual-Increasing Experimental Pain




AuthorsSyrjälä Elise, Jiang Mingzhe, Pahikkala Tapio, Salanterä Sanna, Pasi Liljeberg

EditorsN/A

Conference nameInternational Conference of the IEEE Engineering in Medicine and Biology Society

Publication year2019

JournalAnnual International Conference of the IEEE Engineering in Medicine and Biology Society

Book title 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

First page 3482

Last page3485

ISBN978-1-5386-1312-2

eISBN978-1-5386-1311-5

ISSN1558-4615

DOIhttps://doi.org/10.1109/EMBC.2019.8857776

Web address https://ieeexplore.ieee.org/document/8857776/


Abstract

Patient self-reporting of pain is not always possible, in those cases automated objective pain assessment could lead to reliable pain assessment. In this context, physiological measurements have been studied and one of the promising signals is skin conductance (SC). In this study, 1Hz SC signal acquisition is performed while gradually increasing heat and electrical pain stimuli are induced. Three labeled study periods are defined based on pain stimuli presence, self-reported pain threshold and pain tolerance. Different classification and regression models are compared, together with selected SC features. The model performances are evaluated using c-index. Results show good predictability, especially for the slow tonic component decomposed from the SC signal.



Last updated on 2024-26-11 at 10:43