Wearable, environmental, and smartphone-based passive sensing for mental health monitoring

M Sheikh, M Qassem, PA Kyriacou - Frontiers in digital health, 2021 - frontiersin.org
Collecting and analyzing data from sensors embedded in the context of daily life has been
widely employed for the monitoring of mental health. Variations in parameters such as …

[HTML][HTML] Mental health monitoring with multimodal sensing and machine learning: A survey

E Garcia-Ceja, M Riegler, T Nordgreen… - Pervasive and Mobile …, 2018 - Elsevier
Personal and ubiquitous sensing technologies such as smartphones have allowed the
continuous collection of data in an unobtrusive manner. Machine learning methods have …

Personal sensing: understanding mental health using ubiquitous sensors and machine learning

DC Mohr, M Zhang, SM Schueller - Annual review of clinical …, 2017 - annualreviews.org
Sensors in everyday devices, such as our phones, wearables, and computers, leave a
stream of digital traces. Personal sensing refers to collecting and analyzing data from …

A survey on wearable sensors for mental health monitoring

N Gomes, M Pato, AR Lourenco, N Datia - Sensors, 2023 - mdpi.com
Mental illness, whether it is medically diagnosed or undiagnosed, affects a large proportion
of the population. It is one of the causes of extensive disability, and f not properly treated, it …

[HTML][HTML] Wearable sensing systems for monitoring mental health

M Kang, K Chai - Sensors, 2022 - mdpi.com
Wearable systems for monitoring biological signals have opened the door to personalized
healthcare and have advanced a great deal over the past decade with the development of …

Tackling mental health by integrating unobtrusive multimodal sensing

D Zhou, J Luo, V Silenzio, Y Zhou, J Hu… - Proceedings of the …, 2015 - ojs.aaai.org
Mental illness is becoming a major plague in modern societies and poses challenges to the
capacity of current public health systems worldwide. With the widespread adoption of social …

[HTML][HTML] Passive sensing of health outcomes through smartphones: systematic review of current solutions and possible limitations

A Trifan, M Oliveira, JL Oliveira - JMIR mHealth and uHealth, 2019 - mhealth.jmir.org
Background: Technological advancements, together with the decrease in both price and
size of a large variety of sensors, has expanded the role and capabilities of regular mobile …

Assessment of mental, emotional and physical stress through analysis of physiological signals using smartphones

I Mohino-Herranz, R Gil-Pita, J Ferreira, M Rosa-Zurera… - Sensors, 2015 - mdpi.com
Determining the stress level of a subject in real time could be of special interest in certain
professional activities to allow the monitoring of soldiers, pilots, emergency personnel and …

[HTML][HTML] Systematic review of smartphone-based passive sensing for health and wellbeing

VP Cornet, RJ Holden - Journal of biomedical informatics, 2018 - Elsevier
Objective To review published empirical literature on the use of smartphone-based passive
sensing for health and wellbeing. Material and methods A systematic review of the English …

Towards multi-modal anticipatory monitoring of depressive states through the analysis of human-smartphone interaction

A Mehrotra, R Hendley, M Musolesi - … of the 2016 ACM international joint …, 2016 - dl.acm.org
Remarkable advances in smartphone technology, especially in terms of passive sensing,
have enabled researchers to passively monitor user behavior in real-time and at a …