[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] Mobile health for perinatal depression and anxiety: scoping review

N Hussain-Shamsy, A Shah, SN Vigod, J Zaheer… - Journal of medical …, 2020 - jmir.org
Background The perinatal period is a vulnerable time during which depression and anxiety
commonly occur. If left untreated or undertreated, there may be significant adverse effects; …

Relapse prediction in schizophrenia through digital phenotyping: a pilot study

I Barnett, J Torous, P Staples, L Sandoval… - …, 2018 - nature.com
Among individuals diagnosed, hospitalized, and treated for schizophrenia, up to 40% of
those discharged may relapse within 1 year even with appropriate treatment. Passively …

Generalization and personalization of mobile sensing-based mood inference models: an analysis of college students in eight countries

L Meegahapola, W Droz, P Kun, A De Götzen… - Proceedings of the …, 2023 - dl.acm.org
Mood inference with mobile sensing data has been studied in ubicomp literature over the
last decade. This inference enables context-aware and personalized user experiences in …

[HTML][HTML] Smartphone-based digital phenotyping for dry eye toward P4 medicine: a crowdsourced cross-sectional study

T Inomata, M Nakamura, J Sung… - NPJ Digital …, 2021 - nature.com
Multidimensional integrative data analysis of digital phenotyping is crucial for elucidating the
pathologies of multifactorial and heterogeneous diseases, such as the dry eye (DE). This …

Smartphone sensing of social interactions in people with and without schizophrenia

D Fulford, J Mote, R Gonzalez, S Abplanalp… - Journal of Psychiatric …, 2021 - Elsevier
Social impairment is a cardinal feature of schizophrenia spectrum disorders (SZ). Smaller
social network size, diminished social skills, and loneliness are highly prevalent. Existing …

Geolocation as a digital phenotyping measure of negative symptoms and functional outcome

IM Raugh, SH James, CM Gonzalez… - Schizophrenia …, 2020 - academic.oup.com
Objective Negative symptoms and functional outcome have traditionally been assessed
using clinical rating scales, which rely on retrospective self-reports and have several …

A Smart Data-Driven Prototype for Depression and Stress Tracking in Patients

P Pranjal, S Mallick, M Madan, S Mishra… - International Conference …, 2023 - Springer
One of the most significant issues of our time is how stress affects depression and how
depression affects stress. The aim of this paper is to provide a brief overview of IoT use in …

An intersectional look at use of and satisfaction with digital mental health platforms: a survey of perinatal black women

VO Oguamanam, N Hernandez, R Chandler… - Proceedings of the …, 2023 - dl.acm.org
In the United States (US), Black women in the perinatal period disproportionately experience
higher rates of mental health challenges like anxiety and postpartum depression. Digital …

[HTML][HTML] Possibilities, problems, and perspectives of data collection by mobile apps in longitudinal epidemiological studies: scoping review

F Fischer, S Kleen - Journal of medical Internet research, 2021 - jmir.org
Background The broad availability of smartphones and the number of health apps in app
stores have risen in recent years. Health apps have benefits for individuals (eg, the ability to …