The integration of electronics and biology has spawned bioelectronics and opened exciting opportunities to fulfill the unmet needs of therapeutic treatments. Recent developments in …
Consumer wearables are devices used for tracking activity, sleep, and other health-related outcomes (eg Apple Watch, Fitbit, Samsung, Basis, Mio, PulseOn, Whoop). Wearables …
Obstructive sleep apnea (OSA) affects more than 900 million adults globally and can create serious health complications when untreated; however, 80% of cases remain undiagnosed …
Sleep is essential to life. Accurate measurement and classification of sleep/wake and sleep stages is important in clinical studies for sleep disorder diagnoses and in the interpretation …
Sleep assessment depends both on the subjective experience of the individual and objective measurements, which are traditionally collected through an overnight sleep study …
P Tripathi, MA Ansari, TK Gandhi, R Mehrotra… - IEEE …, 2022 - ieeexplore.ieee.org
Insomnia is a common sleep disorder in which patients cannot sleep properly. Accurate detection of insomnia disorder is a crucial step for mental disease analysis in the early …
M Sharma, J Darji, M Thakrar, UR Acharya - Computers in biology and …, 2022 - Elsevier
Sleep is imperative for a healthy life as it rejuvenates memory, cognitive performance, cell repair and eliminates waste from the muscles. Sleep-related disorders such as insomnia …
Featured Application 1. The hybrid machine learning (HML) classifier can easily classify the subjects (healthy and bruxism), sleep stages (w and REM), and both with high accuracy. 2 …
Incorporating nano-and microelectromechanical systems (NEMS/MEMS)-based sensors in clothing and developing more compact and flexible devices have gained popularity recently …