[HTML][HTML] Soft electronics for health monitoring assisted by machine learning

Y Qiao, J Luo, T Cui, H Liu, H Tang, Y Zeng, C Liu… - Nano-Micro Letters, 2023 - Springer
Due to the development of the novel materials, the past two decades have witnessed the
rapid advances of soft electronics. The soft electronics have huge potential in the physical …

[HTML][HTML] Digital phenotyping in health using machine learning approaches: scoping review

SD Dlima, S Shevade, SR Menezes… - JMIR Bioinformatics and …, 2022 - bioinform.jmir.org
Background Digital phenotyping is the real-time collection of individual-level active and
passive data from users in naturalistic and free-living settings via personal digital devices …

Environment knowledge-driven generic models to detect coughs from audio recordings

S Vhaduri, SV Dibbo, Y Kim - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
Goal: Millions of people are dying due to respiratory diseases, such as COVID-19 and
asthma, which are often characterized by some common symptoms, including coughing …

Use of artificial intelligence to develop predictive algorithms of cough and PCR-confirmed COVID-19 infections based on inputs from clinical-grade wearable sensors

JR Walter, JY Lee, L Yu, B Kim, K Martell, A Opdycke… - Scientific reports, 2024 - nature.com
There have been over 769 million cases of COVID-19, and up to 50% of infected individuals
are asymptomatic. The purpose of this study aimed to assess the use of a clinical-grade …

An alternative approach to determination of Covid-19 personal risk index by using fuzzy logic

H Şimşek, E Yangın - Health and Technology, 2022 - Springer
COVID-19 disease is an outbreak that seriously affected the whole world, occurred in
December 2019, and thus was declared a global epidemic by WHO (World Health …

Chest‐Laminated and Sweat‐Permeable E‐Skin for Speech and Motion Artifact‐Insensitive Cough Detection

X Yang, M Zhang, S Gong, M Sun, M Xie… - Advanced Materials …, 2023 - Wiley Online Library
Assessment of the cough severity is essential when dealing with respiratory diseases such
as chronic obstructive pulmonary disease and COVID‐19. Although a few wearable devices …

Wireless human motion detection with a highly sensitive wearable pressure sensing technology

J Yan, J Liu, Q Qu, X Chen, J Liu… - Advanced Materials …, 2023 - Wiley Online Library
Wireless flexible sensing devices using inductive‐capacitive (LC) resonator‐enabled
transmission technologies are attractive in the areas of human motion detection, health …

Development of a miniaturized mechanoacoustic sensor for continuous, objective cough detection, characterization and physiologic monitoring in children with cystic …

A Tzavelis, J Palla, R Mathur, B Bedford… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Cough is an important symptom in children with acute and chronic respiratory disease. Daily
cough is common in Cystic Fibrosis (CF) and increased cough is a symptom of pulmonary …

Flexible Piezoelectric Sensors Based on Ionic Liquid‐doped Poly (L‐Lactic Acid) for Human Coughing Recognition

Z He, Y Liu, IS Babichuk, Z Zhou, Z Liu… - Advanced Materials …, 2024 - Wiley Online Library
Cough is a common symptom of various respiratory diseases. However, recognizing a
subject's cough using acoustic imaging can be challenging due to the complexity of …

Cough Detection Using Acceleration Signals and Deep Learning Techniques

D Sanchez-Morillo, D Sales-Lerida, B Priego-Torres… - Electronics, 2024 - mdpi.com
Cough is a frequent symptom in many common respiratory diseases and is considered a
predictor of early exacerbation or even disease progression. Continuous cough monitoring …