Comparative analysis of different characteristics of automatic sleep stages

D Zhao, Y Wang, Q Wang, X Wang - Computer methods and programs in …, 2019 - Elsevier
Background and objective With the acceleration of social rhythm and the increase of
pressure, there are various sleep problems among people. Sleep staging is an important …

Application of modern multi-sensor holter in diagnosis and treatment

E Vavrinsky, J Subjak, M Donoval, A Wagner… - Sensors, 2020 - mdpi.com
Modern Holter devices are very trendy tools used in medicine, research, or sport. They
monitor a variety of human physiological or pathophysiological signals. Nowadays, Holter …

Design of a biosignal based stress detection system using machine learning techniques

MF Rizwan, R Farhad, F Mashuk… - … on robotics, electrical …, 2019 - ieeexplore.ieee.org
This study represents a design of a detection system of stress through machine learning
using some available bio signals in human body. Stress can be commonly defined as the …

[HTML][HTML] Wood and its impact on humans and environment quality in health care facilities

V Kotradyova, E Vavrinsky, B Kalinakova… - International journal of …, 2019 - mdpi.com
The paper presents the application of natural materials, especially wood, which are relevant
for human well-being in built environments of health, social, and day care facilities. These …

Random forest-based approach for physiological functional variable selection for driver's stress level classification

N El Haouij, JM Poggi, R Ghozi… - Statistical Methods & …, 2019 - Springer
This paper deals with physiological functional variables selection for driver's stress level
classification using random forests. Our analysis is performed on experimental data …

Exaggerated haemodynamic and neural responses to involuntary contractions induced by whole‐body vibration in normotensive obese versus lean women

K Dipla, D Kousoula, A Zafeiridis… - Experimental …, 2016 - Wiley Online Library
New Findings What is the central question of this study? In obesity, the exaggerated blood
pressure response to voluntary exercise is linked to hypertension, yet the mechanisms are …

Detecting subclinical diabetic cardiac autonomic neuropathy by analyzing ventricular repolarization dynamics

MH Imam, CK Karmakar, HF Jelinek… - IEEE journal of …, 2015 - ieeexplore.ieee.org
In this study, a linear parametric modeling technique was applied to model ventricular
repolarization (VR) dynamics. Three features were selected from the surface ECG …

Support Vector Machine based Stress Detection System to manage COVID-19 pandemic related stress from ECG signal

MF Rizwan, R Farhad, MH Imam - AIUB Journal of Science and …, 2021 - ajse.aiub.edu
This study represents a detailed investigation of induced stress detection in humans using
Support Vector Machine algorithms. Proper detection of stress can prevent many …

Intergration of Wearable Biosensors and Data Analytics for Remote Health Monitoring

DA Raymond, P Kumar… - … on Intelligent Cyber …, 2024 - ieeexplore.ieee.org
With wearable biosensors and data analytics, people may now track their health remotely
and in a whole new way because they have unmatched access to their physiological signs …

PVDF-based wearable belt (WB) with parallel curved slender beams (CSB) structure for sleep signal (SS) monitoring

H Tian, H Hao, L Han, L Zhao, J Huang - Ferroelectrics, 2022 - Taylor & Francis
Polyvinylidene fluoride (PVDF) membranes is a new ferroelectric material exhibiting large
piezoelectric properties and has desirable attention in biosensors and the healthcare field. A …