[HTML][HTML] Challenges and future trends in wearable closed-loop neuromodulation to efficiently treat methamphetamine addiction

YH Chen, J Yang, H Wu, KT Beier, M Sawan - Frontiers in Psychiatry, 2023 - frontiersin.org
Achieving abstinence from drugs is a long journey and can be particularly challenging in the
case of methamphetamine, which has a higher relapse rate than other drugs. Therefore, real …

Beyond accuracy: a critical review of fairness in machine learning for mobile and wearable computing

S Yfantidou, M Constantinides, D Spathis… - arXiv preprint arXiv …, 2023 - arxiv.org
The field of mobile and wearable computing is undergoing a revolutionary integration of
machine learning. Devices can now diagnose diseases, predict heart irregularities, and …

Isness: using multi-person VR to design peak mystical type experiences comparable to psychedelics

DR Glowacki, MD Wonnacott, R Freire… - Proceedings of the …, 2020 - dl.acm.org
Studies combining psychotherapy with psychedelic drugs (Ds) have demonstrated positive
outcomes that are often associated with'Ds' ability to induce'mystical-type'experiences …

SkinKit: Construction Kit for On-Skin Interface Prototyping

PS Ku, MTI Molla, K Huang, P Kattappurath… - Proceedings of the …, 2021 - dl.acm.org
The emergence of on-skin interfaces has created an opportunity for seamless, always-
available on-body interactions. However, developing a new fabrication process for on-skin …

[HTML][HTML] Zoom-based Mindfulness-Oriented Recovery Enhancement plus just-in-time mindfulness practice triggered by wearable sensors for opioid craving and …

EL Garland, BT Gullapalli, KC Prince, AW Hanley… - Mindfulness, 2023 - Springer
Objective The opioid crisis in the USA remains severe during the COVID-19 pandemic,
which has reduced access to evidence-based interventions. This Stage 1 randomized …

An overview of wearable biosensor systems for real-time substance use detection

J Rumbut, H Fang, S Carreiro… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Wearable biosensors represent an opportunity to improve treatment and research into a
variety of diseases, including substance use disorder. They provide continuous, real-time …

Opitrack: a wearable-based clinical opioid use tracker with temporal convolutional attention networks

BT Gullapalli, S Carreiro, BP Chapman… - Proceedings of the …, 2021 - dl.acm.org
Opioid use disorder is a medical condition with major social and economic consequences.
While ubiquitous physiological sensing technologies have been widely adopted and …

mRisk: continuous risk estimation for smoking lapse from noisy sensor data with incomplete and positive-only labels

MA Ullah, S Chatterjee, CP Fagundes, C Lam… - Proceedings of the …, 2022 - dl.acm.org
Passive detection of risk factors (that may influence unhealthy or adverse behaviors) via
wearable and mobile sensors has created new opportunities to improve the effectiveness of …

Discriminating cocaine use from other sympathomimetics using wearable electrocardiographic (ECG) sensors

GA Angarita, B Pittman, A Nararajan… - Drug and Alcohol …, 2023 - Elsevier
Background Our group has established the feasibility of using on-body electrocardiographic
(ECG) sensors to detect cocaine use in the human laboratory. The purpose of the current …

Digital biomarker applications across the spectrum of opioid use disorder

M Rigatti, B Chapman, PR Chai, D Smelson… - Cogent Mental …, 2023 - Taylor & Francis
Opioid use disorder (OUD) is one of the most pressing public health problems of the past
decade, with over eighty thousand overdose-related deaths in 2021 alone. Digital …