Multimodal signal analysis for pain recognition in physiotherapy using wavelet scattering transform
A Badura, A Masłowska, A Myśliwiec, E Piętka - Sensors, 2021 - mdpi.com
Fascial therapy is an effective, yet painful, procedure. Information about pain level is
essential for the physiotherapist to adjust the therapy course and avoid potential tissue …
essential for the physiotherapist to adjust the therapy course and avoid potential tissue …
Continuous short-term pain assessment in temporomandibular joint therapy using LSTM models supported by heat-induced pain data patterns
A Badura, M Bienkowska, A Mysliwiec… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This study aims to design a time-continuous pain level assessment system for
temporomandibular joint therapy. Our objectives cover verifying literature suggestions on …
temporomandibular joint therapy. Our objectives cover verifying literature suggestions on …
An Experimental and Clinical Physiological Signal Dataset for Automated Pain Recognition
Access to large amounts of data is essential for successful machine learning research.
However, there is insufficient data for many applications, as data collection is often …
However, there is insufficient data for many applications, as data collection is often …
Physiological response to pain in patients with temporomandibular joint disorders during physiotherapy
A Badura, M Bieńkowska, A Myśliwiec, AJ Owczarek… - Scientific Reports, 2024 - nature.com
Pain assessment in patients with temporomandibular joint (TMJ) disorders during
physiotherapy is a challenging yet desired task. Our study addresses two issues. First, we …
physiotherapy is a challenging yet desired task. Our study addresses two issues. First, we …
Designing an Ethical and Secure Pain Estimation System Using AI Sandbox for Contactless Healthcare
Pain estimation in patients having communication difficulties is vital for preventing adverse
consequences such as misdiagnosis, delayed treatment, and increased suffering …
consequences such as misdiagnosis, delayed treatment, and increased suffering …
Head Pose and Biomedical Signals Analysis in Pain Level Recognition
M Bieńkowska, A Badura, A Myśliwiec… - … Conference on Information …, 2022 - Springer
Pain feeling assessment is crucial for a safe and efficient course of physiotherapy.
Especially onset of severe pain stands for specific tissue guard and protects it from damage …
Especially onset of severe pain stands for specific tissue guard and protects it from damage …
Head Pose and Biomedical Signals Analysis in Pain Level Recognition
E Pietka - … in Biomedicine: 9th International Conference, ITIB …, 2022 - books.google.com
Pain feeling assessment is crucial for a safe and efficient course of physiotherapy.
Especially onset of severe pain stands for specific tissue guard and protects it from damage …
Especially onset of severe pain stands for specific tissue guard and protects it from damage …