[HTML][HTML] Toward clinical digital phenotyping: a timely opportunity to consider purpose, quality, and safety

K Huckvale, S Venkatesh, H Christensen - NPJ digital medicine, 2019 - nature.com
The use of data generated passively by personal electronic devices, such as smartphones,
to measure human function in health and disease has generated significant research …

[HTML][HTML] The therapeutic alliance in digital mental health interventions for serious mental illnesses: narrative review

H Tremain, C McEnery, K Fletcher, G Murray - JMIR mental health, 2020 - mental.jmir.org
Background: Digital mental health interventions offer unique advantages, and research
indicates that these interventions are effective for a range of mental health concerns …

[HTML][HTML] Mental health and behavior of college students during the COVID-19 pandemic: longitudinal mobile smartphone and ecological momentary assessment study …

DL Mack, AW DaSilva, C Rogers, E Hedlund… - Journal of medical …, 2021 - jmir.org
Background Since late 2019, the lives of people across the globe have been disrupted by
COVID-19. Millions of people have become infected with the disease, while billions of …

Clinical or gimmickal: The use and effectiveness of mobile mental health apps for treating anxiety and depression

JM Marshall, DA Dunstan… - Australian & New Zealand …, 2020 - journals.sagepub.com
Objectives: The increase in ownership of smartphones and tablet devices has seen a
worldwide government push, championed by the World Health Organization, towards digital …

The effect of smartphone-based monitoring on illness activity in bipolar disorder: the MONARCA II randomized controlled single-blinded trial

M Faurholt-Jepsen, M Frost, EM Christensen… - Psychological …, 2020 - cambridge.org
BackgroundRecently, the MONARCA I randomized controlled trial (RCT) was the first to
investigate the effect of smartphone-based monitoring in bipolar disorder (BD). Findings …

mHealth technology to assess, monitor and treat daily functioning difficulties in people with severe mental illness: a systematic review

L Jameel, L Valmaggia, G Barnes, M Cella - Journal of psychiatric research, 2022 - Elsevier
Severe mental illness (SMI) is associated with poor daily functioning; however available
interventions currently under-deliver on their recovery prospect. Mobile digital health …

[HTML][HTML] Explaining smartphone-based acoustic data in bipolar disorder: Semi-supervised fuzzy clustering and relative linguistic summaries

K Kaczmarek-Majer, G Casalino, G Castellano… - Information …, 2022 - Elsevier
Smartphones enable to collect large data streams about phone calls that, once combined
with Computational Intelligence techniques, bring great potential for improving the …

Relationships between smartphone social behavior and relapse in schizophrenia: a preliminary report

B Buck, E Scherer, R Brian, R Wang, W Wang… - Schizophrenia …, 2019 - Elsevier
Social dysfunction is a hallmark of schizophrenia. Social isolation may increase individuals'
risk for psychotic symptom exacerbation and relapse. Monitoring and timely detection of …

A review of detection techniques for depression and bipolar disorder

D Highland, G Zhou - Smart Health, 2022 - Elsevier
Depression and bipolar disorder are mood disorders affecting millions of people worldwide
that can have severe impacts on one's quality of life. Our ability to detect these illnesses is …

Integrating digital phenotyping in clinical characterization of individuals with mood disorders

E Brietzke, ER Hawken, M Idzikowski, J Pong… - Neuroscience & …, 2019 - Elsevier
Abstract Major Depressive Disorder (MDD) and bipolar disorder (BD) are still under
recognized and undertreated, especially in primary care settings. One of the challenges …