Smartphone sensors for health monitoring and diagnosis

S Majumder, MJ Deen - Sensors, 2019 - mdpi.com
Over the past few decades, we have witnessed a dramatic rise in life expectancy owing to
significant advances in medical science and technology, medicine as well as increased …

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 …

[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 …

Tracking depression dynamics in college students using mobile phone and wearable sensing

R Wang, W Wang, A DaSilva, JF Huckins… - Proceedings of the …, 2018 - dl.acm.org
There are rising rates of depression on college campuses. Mental health services on our
campuses are working at full stretch. In response researchers have proposed using mobile …

User engagement in mental health apps: a review of measurement, reporting, and validity

MM Ng, J Firth, M Minen, J Torous - Psychiatric Services, 2019 - Am Psychiatric Assoc
Objective: Despite the potential benefits of mobile mental health apps, real-world results
indicate engagement issues because of low uptake and sustained use. This review …

CrossCheck: toward passive sensing and detection of mental health changes in people with schizophrenia

R Wang, MSH Aung, S Abdullah, R Brian… - Proceedings of the …, 2016 - dl.acm.org
Early detection of mental health changes in individuals with serious mental illness is critical
for effective intervention. CrossCheck is the first step towards the passive monitoring of …

New dimensions and new tools to realize the potential of RDoC: digital phenotyping via smartphones and connected devices

J Torous, JP Onnela, M Keshavan - Translational psychiatry, 2017 - nature.com
Mobile and connected devices like smartphones and wearable sensors can facilitate the
collection of novel naturalistic and longitudinal data relevant to psychiatry at both the …

Smartphones in mental health: a critical review of background issues, current status and future concerns

M Bauer, T Glenn, J Geddes, M Gitlin, P Grof… - International journal of …, 2020 - Springer
There has been increasing interest in the use of smartphone applications (apps) and other
consumer technology in mental health care for a number of years. However, the vision of …

[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 …

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 …