A review on the role of machine learning in enabling IoT based healthcare applications

HK Bharadwaj, A Agarwal, V Chamola… - IEEE …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) is playing a vital role in the rapid automation of the healthcare
sector. The branch of IoT dedicated towards medical science is at times termed as …

Machine learning‐reinforced noninvasive biosensors for healthcare

K Zhang, J Wang, T Liu, Y Luo, XJ Loh… - Advanced Healthcare …, 2021 - Wiley Online Library
The emergence and development of noninvasive biosensors largely facilitate the collection
of physiological signals and the processing of health‐related data. The utilization of …

[HTML][HTML] A non-invasive wearable stress patch for real-time cortisol monitoring using a pseudoknot-assisted aptamer

NK Singh, S Chung, AY Chang, J Wang… - Biosensors and …, 2023 - Elsevier
Stress is part of everyone's life and is exacerbated by traumatic events such as pandemics,
disasters, violence, lifestyle changes, and health disorders. Chronic stress has many …

[HTML][HTML] Nanobiosensors for detection of opioids: A review of latest advancements

M Razlansari, F Ulucan-Karnak, M Kahrizi… - European Journal of …, 2022 - Elsevier
Opioids are generally used as analgesics in pain treatment. Like many drugs, they have side
effects when overdosed and can cause addiction problems. Illegal drug use and misuse are …

An integrated wearable sensor for unobtrusive continuous measurement of autonomic nervous system

MS Mahmud, H Fang, H Wang - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
Advancements in miniaturized electronics and smart sensors combined with a broad
platform of smart phones, big data, cloud service, and wireless communication have not only …

[HTML][HTML] Closed-loop wearable naloxone injector system

J Chan, V Iyer, A Wang, A Lyness, P Kooner… - Scientific reports, 2021 - nature.com
Overdoses from non-medical use of opioids can lead to hypoxemic/hypercarbic respiratory
failure, cardiac arrest, and death when left untreated. Opioid toxicity is readily reversed with …

[HTML][HTML] Hospital bring-your-own-device security challenges and solutions: systematic review of gray literature

TA Wani, A Mendoza, K Gray - JMIR mHealth and uHealth, 2020 - mhealth.jmir.org
Background: As familiarity with and convenience of using personal devices in hospitals help
improve the productivity, efficiency, and workflow of hospital staff, the health care bring-your …

[HTML][HTML] Willingness to use a wearable device capable of detecting and reversing overdose among people who use opioids in Philadelphia

K Kanter, R Gallagher, F Eweje, A Lee, D Gordon… - Harm reduction …, 2021 - Springer
Background The incidence of opioid-related overdose deaths has been rising for 30 years
and has been further exacerbated amidst the COVID-19 pandemic. Naloxone can reverse …

[HTML][HTML] Users' Acceptability and Perceived Efficacy of mHealth for Opioid Use Disorder: Scoping Review

LN Lyzwinski, M Elgendi, C Menon - JMIR mHealth and uHealth, 2024 - mhealth.jmir.org
Background The opioid crisis continues to pose significant challenges to global public
health, necessitating the development of novel interventions to support individuals in …

[HTML][HTML] Technologies for opioid use disorder management: mobile app search and scoping review

J Nuamah, R Mehta, F Sasangohar - JMIR mHealth and uHealth, 2020 - mhealth.jmir.org
Background Advances in technology engender the investigation of technological solutions
to opioid use disorder (OUD). However, in comparison to chronic disease management, the …