Analyzing chronic disease biomarkers using electrochemical sensors and artificial neural networks

K Sinha, Z Uddin, HI Kawsar, S Islam, MJ Deen… - TrAC Trends in …, 2023 - Elsevier
Chronic diseases are persistent health conditions that affect our quality of life, increase
morbidity and mortality, and are a global challenge. Further, the increasing prevalence of …

Wearable devices: current status and opportunities in pain assessment and management

A Leroux, R Rzasa-Lynn, C Crainiceanu, T Sharma - Digital Biomarkers, 2021 - karger.com
Introduction: We investigated the possibilities and opportunities for using wearable devices
that measure physical activity and physiometric signals in conjunction with ecological …

Exploration of physiological sensors, features, and machine learning models for pain intensity estimation

F Pouromran, S Radhakrishnan, S Kamarthi - Plos one, 2021 - journals.plos.org
In current clinical settings, typically pain is measured by a patient's self-reported information.
This subjective pain assessment results in suboptimal treatment plans, over-prescription of …

[HTML][HTML] Brain-computer interface to deliver individualized multisensory intervention for neuropathic pain

GV Aurucci, G Preatoni, A Damiani, S Raspopovic - Neurotherapeutics, 2023 - Elsevier
To unravel the complexity of the neuropathic pain experience, researchers have tried to
identify reliable pain signatures (biomarkers) using electroencephalography (EEG) and skin …

Electroencephalogram based brain-computer interface: Applications, challenges, and opportunities

H Yadav, S Maini - Multimedia Tools and Applications, 2023 - Springer
Abstract Brain-Computer Interfaces (BCI) is an exciting and emerging research area for
researchers and scientists. It is a suitable combination of software and hardware to operate …

Orofacial musculoskeletal pain: An evidence-based bio-psycho-social matrix model

DA Ettlin, MH Napimoga, MM e Cruz… - Neuroscience & …, 2021 - Elsevier
Pain is a multidimensional experience comprising sensory-discriminative, affective-
motivational, and cognitive-evaluative dimensions. Clinical and research findings have …

Electrodermal activity in pain assessment and its clinical applications

Y Kong, KH Chon - Applied Physics Reviews, 2024 - pubs.aip.org
Electrodermal activity (EDA) measures skin conductivity, reflecting sweat gland activity, and
is considered a noninvasive measure of the sympathetic nervous system (SNS) …

Incorporation of “Artificial Intelligence” for Objective Pain Assessment: A Comprehensive Review

SN El-Tallawy, JV Pergolizzi, I Vasiliu-Feltes… - Pain and Therapy, 2024 - Springer
Pain is a significant health issue, and pain assessment is essential for proper diagnosis,
follow-up, and effective management of pain. The conventional methods of pain assessment …

Identifying goals in patients with chronic pain: a European survey

L Goudman, A De Smedt, B Linderoth… - … Journal of Pain, 2021 - Wiley Online Library
Background Chronic pain is a major healthcare issue that often requires an interdisciplinary
treatment approach. Defining relevant treatment goals is one of the crucial steps in creating …

Comparison between Analgesia Nociception Index (ANI) and self-reported measures for diagnosing pain in conscious individuals: a systematic review and meta …

DA Baroni, LG Abreu, SM Paiva, LR Costa - Scientific reports, 2022 - nature.com
Abstract The Analgesia Nociception Index (ANI), an objective measure of pain based on
heart rate variability (HRV), has its usefulness in awake patients still unclear. This systematic …