[HTML][HTML] Utilizing passive sensing data to provide personalized psychological care in low-resource settings

P Byanjankar, A Poudyal, BA Kohrt… - Gates Open …, 2020 - ncbi.nlm.nih.gov
Background: With the growing ubiquity of smartphones and wearable devices, there is an
increased potential of collecting passive sensing data in mobile health. Passive data such …

Passive sensing on mobile devices to improve mental health services with adolescent and young mothers in low-resource settings: the role of families in feasibility and …

SM Maharjan, A Poudyal, A van Heerden… - BMC medical informatics …, 2021 - Springer
Background Passive sensor data from mobile devices can shed light on daily activities,
social behavior, and maternal-child interactions to improve maternal and child health …

Integration of passive sensing technology to enhance delivery of psychological interventions for mothers with depression: the StandStrong study

A van Heerden, A Poudyal, A Hagaman… - Scientific Reports, 2024 - nature.com
Psychological interventions delivered by non-specialist providers have shown mixed results
for treating maternal depression. mHealth solutions hold the possibility for unobtrusive …

Anxiety detection leveraging mobile passive sensing

LM Levine, M Gwak, K Kärkkäinen, S Fazeli… - Body Area Networks …, 2020 - Springer
Anxiety disorders are the most common class of psychiatric problems affecting both children
and adults. However, tools to effectively monitor and manage anxiety are lacking, and …

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 …

Behind the Screen: A Narrative Review on the Translational Capacity of Passive Sensing for Mental Health Assessment

AC Bryan, MV Heinz, AJ Salzhauer, GD Price… - Biomedical Materials & …, 2024 - Springer
Mental health disorders—including depression, anxiety, trauma-related, and psychotic
conditions—are pervasive and impairing, representing considerable challenges for both …

[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 …

[HTML][HTML] Wearable digital sensors to identify risks of postpartum depression and personalize psychological treatment for adolescent mothers: protocol for a mixed …

A Poudyal, A Van Heerden, A Hagaman… - JMIR research …, 2019 - researchprotocols.org
Background: There is a high prevalence of untreated postpartum depression among
adolescent mothers with the greatest gap in services in low-and middle-income countries …

Understanding participant needs for engagement and attitudes towards passive sensing in remote digital health studies

S Kolovson, A Pratap, J Duffy, R Allred… - Proceedings of the 14th …, 2020 - dl.acm.org
Digital psychiatry is a rapidly growing area of research. Mobile assessment, including
passive sensing, could improve research into human behavior and may afford opportunities …

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 …