[HTML][HTML] Normalized Pulse Volume as a Superior Predictor of Respiration Recovery and Quantification of Nociception Anti-nociception Balance Compared to Opioid …

O Tatsuki, Y Onishi - F1000Research, 2024 - f1000research.com
Background Quantifying pain and the balance between nociception and anti-nociception
(NANB) in sedated patients is challenging. Traditional opioid titration methods overlook …

Exploring fNIRS-Based Brain State Recognition and Visualization through the use of Explainable Convolutional Neural Networks

PH Chen, CS Wei, CC Lan, NF Chen… - 2023 45th Annual …, 2023 - ieeexplore.ieee.org
Functional near infrared spectroscopy (fNIRS) is a neuroimaging technique that has grown
vigorously in recent years. With noticeable attention, machine learning methods have also …

Hierarchical Classification Strategy for Mitigating the Impact of The Presence of Pain in fNIRS-based BCIs

A Subramanian, L Najafizadeh - 2023 45th Annual …, 2023 - ieeexplore.ieee.org
Brain computer interfaces (BCIs) can find applications in assistive systems for patients who
experience conditions that impede their motor abilities. A BCI uses signals acquired from the …

Analysis of the Impact of the Presence of Physical Pain in fNIRS-based BCI Systems

A Subramanian, F Shamsi… - 2022 IEEE Signal …, 2022 - ieeexplore.ieee.org
An important application of brain computer interface devices (BCIs) is in assistive systems
for patients with motor and communication disabilities. Due to their condition, these patients …

[HTML][HTML] Classification of game demand and the presence of experimental pain using functional near-infrared spectroscopy

SH Fairclough, C Dobbins, K Stamp - Frontiers in Neuroergonomics, 2021 - frontiersin.org
Pain tolerance can be increased by the introduction of an active distraction, such as a
computer game. This effect has been found to be moderated by game demand, ie, increased …

[HTML][HTML] 基于功能性近红外光谱的睡眠研究综述

梦盈黄, 学军焦, 劲姜, 捷鸿杨, 洪祚楚… - Sheng Wu Yi Xue …, 2021 - ncbi.nlm.nih.gov
睡眠是对身心健康有着重要意义的复杂生理过程, 其研究范围涉及多个学科领域。
目前睡眠的定量分析主要依靠作为“金标准” 的多导睡眠监测仪( PSG) 完成 …

Optimal accuracy performance in music-based eeg signal using matthew correlation coefficient advanced (mcca)

M Mustafa, ZL Zahari, R Abdubrani - Jurnal Teknologi, 2021 - journals.utm.my
The connection between music and human are very synonyms because music could reduce
stress. The state of stress could be measured using EEG signal, an electroencephalogram …

Diagnostic Machine Learning Approaches on Clinical Populations and Clinical Conditions using Functional Near Infrared Spectroscopy: A Review

A Eken, F Nassehi, O Eroğul - medRxiv, 2023 - medrxiv.org
Objective There is a growing interest in functional near-infrared spectroscopy (fNIRS) among
researchers due to its remarkable advantages such as ease of use, being inexpensive and …

TAME Pain: Trustworthy AssessMEnt of Pain from Speech and Audio for the Empowerment of Patients

E Schneiders, J Williams, A Farahi… - Proceedings of the First …, 2023 - dl.acm.org
Precise pain assessment is crucial for medical professionals to provide appropriate
treatment. However, not every patient can verbalise the experienced pain for various …

Study of Influence of Preexisting Pain on the Body's Response to External Pain Stimuli

B Ozek, Z Lu, S Radhakrishnan, S Kamarthi - 2024 - researchsquare.com
The assessment of pain severity is essential for effective pain treatment. In clinical settings,
pain intensity assessment relies on self-reporting methods, which are subjective to …