Head Pose and Biomedical Signals Analysis in Pain Level Recognition

Bieńkowska, Maria; Badura, Aleksandra; Myśliwiec, Andrzej; Pietka, Ewa

doi:10.1007/978-3-031-09135-3_29

Advances in Intelligent Systems and Computing

2022

DOI: 10.1007/978-3-031-09135-3_29

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Head Pose and Biomedical Signals Analysis in Pain Level Recognition

Maria Bieńkowska,

Aleksandra Badura,

Andrzej Myśliwiec

et al.

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2024

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Cited by 2 publications

References 21 publications

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Physiological response to pain in patients with temporomandibular joint disorders during physiotherapy

Badura,

Bieńkowska,

Myśliwiec

et al. 2024

Sci Rep

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Pain assessment in patients with temporomandibular joint (TMJ) disorders during physiotherapy is a challenging yet desired task. Our study addresses two issues. First, we compare the pain perception in patients with TMJ disorders and a control group. The hand dynamometer is verified as an alternate pain self-report device in the second stage. For the dynamometer validation, we employed a cuff-pressure test to induce pain of various intensities. In the second stage, physiological signals (electrodermal activity and blood volume pulse) have been acquired during the physiotherapy in a control group and patients suffering from TMJ disorder. The linear mixed-effects modeling is carried out to find differences in pain and no pain states, considering subjects’ health condition. The main result of the present pilot study is that physiological reactions to painful physiotherapy do not differ between patients with chronic pain and the control group. This finding concludes that studies on TMJ disorder procedures may also be performed on healthy subjects.

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Physiological response to pain in patients with temporomandibular joint disorders during physiotherapy

Badura,

Bieńkowska,

Myśliwiec

et al. 2024

Sci Rep

View full text Add to dashboard Cite

show abstract

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

Badura,

Bienkowska,

Mysliwiec

et al. 2024

IEEE Trans. Neural Syst. Rehabil. Eng.

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Head Pose and Biomedical Signals Analysis in Pain Level Recognition

Cited by 2 publications

References 21 publications

Physiological response to pain in patients with temporomandibular joint disorders during physiotherapy

Physiological response to pain in patients with temporomandibular joint disorders during physiotherapy

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

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