Artificial intelligence of things for smarter healthcare: a survey of advancements, challenges, and opportunities
Healthcare systems are under increasing strain due to a myriad of factors, from a steadily
ageing global population to the current COVID-19 pandemic. In a world where we have …
ageing global population to the current COVID-19 pandemic. In a world where we have …
Skin-interfaced electronics: A promising and intelligent paradigm for personalized healthcare
Skin-interfaced electronics (skintronics) have received considerable attention due to their
thinness, skin-like mechanical softness, excellent conformability, and multifunctional …
thinness, skin-like mechanical softness, excellent conformability, and multifunctional …
[HTML][HTML] Data quality evaluation in wearable monitoring
Wearable recordings of neurophysiological signals captured from the wrist offer enormous
potential for seizure monitoring. Yet, data quality remains one of the most challenging factors …
potential for seizure monitoring. Yet, data quality remains one of the most challenging factors …
[HTML][HTML] Ambulatory seizure forecasting with a wrist-worn device using long-short term memory deep learning
The ability to forecast seizures minutes to hours in advance of an event has been verified
using invasive EEG devices, but has not been previously demonstrated using noninvasive …
using invasive EEG devices, but has not been previously demonstrated using noninvasive …
[HTML][HTML] Generalizable machine learning for stress monitoring from wearable devices: a systematic literature review
Introduction Wearable sensors have shown promise as a non-intrusive method for collecting
biomarkers that may correlate with levels of elevated stress. Stressors cause a variety of …
biomarkers that may correlate with levels of elevated stress. Stressors cause a variety of …
Automated seizure detection with noninvasive wearable devices: a systematic review and meta‐analysis
Objective This study was undertaken to review the reported performance of noninvasive
wearable devices in detecting epileptic seizures and psychogenic nonepileptic seizures …
wearable devices in detecting epileptic seizures and psychogenic nonepileptic seizures …
[HTML][HTML] Smart consumer wearables as digital diagnostic tools: a review
The increasing usage of smart wearable devices has made an impact not only on the
lifestyle of the users, but also on biological research and personalized healthcare services …
lifestyle of the users, but also on biological research and personalized healthcare services …
[HTML][HTML] Prospective study of a multimodal convulsive seizure detection wearable system on pediatric and adult patients in the epilepsy monitoring unit
F Onorati, G Regalia, C Caborni… - Frontiers in …, 2021 - frontiersin.org
Background: Using machine learning to combine wrist accelerometer (ACM) and
electrodermal activity (EDA) has been shown effective to detect primarily and secondarily …
electrodermal activity (EDA) has been shown effective to detect primarily and secondarily …
Seizure forecasting: bifurcations in the long and winding road
To date, the unpredictability of seizures remains a source of suffering for people with
epilepsy, motivating decades of research into methods to forecast seizures. Originally, only …
epilepsy, motivating decades of research into methods to forecast seizures. Originally, only …
In‐hospital and home‐based long‐term monitoring of focal epilepsy with a wearable electroencephalographic device: Diagnostic yield and user experience
Objective The aim is to report the performance of an electroencephalogram (EEG) seizure‐
detector algorithm on data obtained with a wearable device (WD) in patients with focal …
detector algorithm on data obtained with a wearable device (WD) in patients with focal …