A review on mental stress detection using wearable sensors and machine learning techniques
Stress is an escalated psycho-physiological state of the human body emerging in response
to a challenging event or a demanding condition. Environmental factors that trigger stress …
to a challenging event or a demanding condition. Environmental factors that trigger stress …
A survey of authentication in internet of things-enabled healthcare systems
The Internet of medical things (IoMT) provides an ecosystem in which to connect humans,
devices, sensors, and systems and improve healthcare services through modern …
devices, sensors, and systems and improve healthcare services through modern …
Automatic stress detection using wearable sensors and machine learning: A review
Stress is a feeling of being under abnormal pressure which comes from different aspects of
our day to day life. Stress management is important during this modern era to keep up one's …
our day to day life. Stress management is important during this modern era to keep up one's …
LSTM‐based real‐time stress detection using PPG signals on raspberry Pi
A Rostami, K Motaman, B Tarvirdizadeh… - IET Wireless Sensor …, 2024 - Wiley Online Library
Stress, widely recognised for its profound adverse effects on both physical and mental
health, necessitates the development of innovative real‐time detection methods. In this …
health, necessitates the development of innovative real‐time detection methods. In this …
Automated Multimodal Stress Detection in Computer Office Workspace
Nowadays, changes in the conditions and nature of the workplace make it imperative to
create unobtrusive systems for the automatic detection of occupational stress, which can be …
create unobtrusive systems for the automatic detection of occupational stress, which can be …
A stress detection model based on LSTM network using solely raw PPG signals
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 …
physical health. Thus, it is urgent and sometimes vital to diagnose stress instantly to avoid its …
Real-Time Stress Detection from Raw Noisy PPG Signals Using LSTM Model Leveraging TinyML
A Rostami, B Tarvirdizadeh, K Alipour… - Arabian Journal for …, 2024 - Springer
The negative effects of stress on well-being demonstrate the need for real-time detection.
The increasing prevalence of wearables with AI capabilities to continually monitor vital signs …
The increasing prevalence of wearables with AI capabilities to continually monitor vital signs …
Internet of Things Based Fuzzy Systems for Medical Applications: A Review
AKY Abdalla, TY Abdalla, AM Chyaid - IEEE Access, 2024 - ieeexplore.ieee.org
The integration of IoT with fuzzy logic provides innovative solutions for various medical
applications. IoT enables seamless connectivity between medical devices, real-time …
applications. IoT enables seamless connectivity between medical devices, real-time …
Review on stress detection and management techniques using nano EEG sensors
G Praveena, JM Mathana - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
The objective of this paper is to review recent researches on several stress prediction and
detection techniques and also to provide better stream line on various stress management …
detection techniques and also to provide better stream line on various stress management …
Review of Stress Detection Methods Using Wearable Sensors
Stress is a significant factor that affects well-being and health. Factors that trigger stress
include work, social interactions, and economic and environmental factors. Stress may …
include work, social interactions, and economic and environmental factors. Stress may …