Sleep apnea: a review of diagnostic sensors, algorithms, and therapies

M Shokoueinejad, C Fernandez, E Carroll… - Physiological …, 2017 - iopscience.iop.org
While public awareness of sleep related disorders is growing, sleep apnea syndrome (SAS)
remains a public health and economic challenge. Over the last two decades, extensive …

The design of heart rate detector and body temperature measurement device using ATMega16

NH Wijaya, FA Fauzi, ET Helmy… - Journal of Robotics …, 2020 - journal.umy.ac.id
This research will discuss health services in the role of diagnostics and life support. The
system designed is a system that is able to provide information on the user's health …

Stress detection using ppg signal and combined deep cnn-mlp network

Y Hasanpoor, K Motaman… - 2022 29th National …, 2022 - ieeexplore.ieee.org
Stress has become a fact in people's lives. It has a significant effect on the function of body
systems and many key systems of the body including respiratory, cardiovascular, and even …

A stress detection model based on LSTM network using solely raw PPG signals

K Motaman, K Alipour, B Tarvirdizadeh… - 2022 10th RSI …, 2022 - ieeexplore.ieee.org
Everyone experiences stressful situations in daily life. Stress can have effect on mental and
physical health. Thus, it is urgent and sometimes vital to diagnose stress instantly to avoid its …

Stress assessment with convolutional neural network using PPG signals

Y Hasanpoor, B Tarvirdizadeh… - 2022 10th RSI …, 2022 - ieeexplore.ieee.org
Stress is one of the main issues of nowadays lifestyle. If it becomes chronic it can have
adverse effects on the human body. Thus, the early detection of stress is crucial to prevent its …

Respiratory Events Estimation From PPG Signals Using a Simple Peak Detection Algorithm

M Suleman, K Motaman, Y Hasanpoor… - 2022 29th National …, 2022 - ieeexplore.ieee.org
The use of PPG has gradually become a popular method for measuring vital signs of
individuals. Having compact size sensor, being low-cost and its ease of use have all …

Analysis of cardiac frequency on photoplethysmograph (PPG) synthesis for detecting heart rate using fast Fourier transform (FFT)

R Aisuwarya, H Hendrick… - … Conference on Electrical …, 2019 - ieeexplore.ieee.org
Detection of the heart rate is part of the examination of a person's heart condition by knowing
the level of normal heart rate. This research utilizes the Wireless Body Network (WBN) …

A robust PPG-based heart rate monitor for fitness and ehealth applications

M Shokrekhodaei, S Quinones… - 2018 IEEE 20th …, 2018 - ieeexplore.ieee.org
This paper presents the design and implementation of a Heart Rate Monitor (HRM) based
on photoplethysmography (PPG). This optical method is noninvasive and provides a …

Stress-ViT: In-Ear Plethysmography for Mental Stress Classification with Vision Transformer

H Barki, SH Chung, R Jafari… - 2023 IEEE Biomedical …, 2023 - ieeexplore.ieee.org
Stressful situations have a significant impact on individuals' well-being, necessitating prompt
stress diagnosis to mitigate potential long-term harm. This paper introduces an innovative in …

Design and development of wireless PPG data acquisition for health monitoring application using Bluetooth module

NI Zainal, MZM Rodzi, S Khan… - 2016 IEEE Student …, 2016 - ieeexplore.ieee.org
The instantaneous development of medical technology keeps on expanding every year. One
of the crucial devices used in most hospitals is health-monitoring device. However, in critical …