Ecological momentary interventions for mental health: A scoping review
Background The development of mobile computing technology has enabled the delivery of
psychological interventions while people go about their everyday lives. The original visions …
psychological interventions while people go about their everyday lives. The original visions …
[HTML][HTML] Applications and techniques for fast machine learning in science
In this community review report, we discuss applications and techniques for fast machine
learning (ML) in science—the concept of integrating powerful ML methods into the real-time …
learning (ML) in science—the concept of integrating powerful ML methods into the real-time …
Evaluating the reproducibility of physiological stress detection models
Recent advances in wearable sensor technologies have led to a variety of approaches for
detecting physiological stress. Even with over a decade of research in the domain, there still …
detecting physiological stress. Even with over a decade of research in the domain, there still …
Exploring the state-of-receptivity for mHealth interventions
Recent advancements in sensing techniques for mHealth applications have led to
successful development and deployments of several mHealth intervention designs …
successful development and deployments of several mHealth intervention designs …
Early life stress detection using physiological signals and machine learning pipelines
Z Shahbazi, YC Byun - Biology, 2023 - mdpi.com
Simple Summary Problem statement: Stress is one of the challenges of human life that in
case of not curing may cause serious problems in human body. There are various type of …
case of not curing may cause serious problems in human body. There are various type of …
Hide-and-seek: Detecting Workers' Emotional Workload in Emotional Labor Contexts Using Multimodal Sensing
Emotional labor refers to the process in which workers are required to express emotions
regardless of their actual feelings by the organization. In workplaces where such display …
regardless of their actual feelings by the organization. In workplaces where such display …
A Reproducible Stress Prediction Pipeline with Mobile Sensor Data
Recent efforts to predict stress in the wild using mobile technology have increased; however,
the field lacks a common pipeline for assessing the impact of factors such as label encoding …
the field lacks a common pipeline for assessing the impact of factors such as label encoding …
Driving stress detection using multimodal convolutional neural networks with nonlinear representation of short-term physiological signals
Mental stress can lead to traffic accidents by reducing a driver's concentration or increasing
fatigue while driving. In recent years, demand for methods to detect drivers' stress in …
fatigue while driving. In recent years, demand for methods to detect drivers' stress in …
[HTML][HTML] A New Era in Stress Monitoring: A Review of Embedded Devices and Tools for Detecting Stress in the Workplace
Detection of stress and the development of innovative platforms for stress monitoring have
attracted significant attention in recent years due to the growing awareness of the harmful …
attracted significant attention in recent years due to the growing awareness of the harmful …
Examining and promoting explainable recommendations for personal sensing technology acceptance
Personal sensing is a promising approach for enabling the delivery of timely and
personalised recommendations to improve mental health and well-being. However, existing …
personalised recommendations to improve mental health and well-being. However, existing …