Continuous Short-Term Pain Assessment in Temporomandibular Joint Therapy Using LSTM Models Supported by Heat-Induced Pain Data Patterns

Continuous Short-Term Pain Assessment in Temporomandibular Joint Therapy Using LSTM Models Supported by Heat-Induced Pain Data Patterns

This study aims to design a time-continuous pain level assessment system for temporomandibular joint therapy. Our objectives cover verifying literature suggestions on pain stimulus, protocols for collecting reference data, and continuous pain recognition models. We use two types of pain data acquire...

Full description

Saved in:
Bibliographic Details
Main Authors: Aleksandra Badura, Maria Bienkowska, Andrzej Mysliwiec, Ewa Pietka
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Automated pain assessment
electrodermal activity (EDA)
pattern recognition
knowledge transfer
physiotherapy
Online Access:https://ieeexplore.ieee.org/document/10680582/
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://ieeexplore.ieee.org/document/10680582/

Similar Items