Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Sensing Apps and Public Data Sets for Digital Phenotyping of Mental Health: Systematic Review

16 references·16 citing·51 second hopsampled

FromToDepth

this work references cited by second hop· second hop is a sample of the most-cited connections

References

2005Understanding interobserver agreement: the kappa statistic.7,009 cited
2007Ecological Momentary Assessment6,416 cited
2020The outbreak of COVID-19 coronavirus and its impact on global mental health3,005 cited
2014StudentLife1,117 cited
2012Why has it taken so long for biological psychiatry to develop clinical tests and what to do about it?980 cited
2020Digital Mental Health and COVID-19: Using Technology Today to Accelerate the Curve on Access and Quality Tomorrow944 cited
2017Digital Phenotyping832 cited
2015Big data analytics: a survey818 cited
2020The COVID-19 pandemic: The ‘black swan’ for mental health care and a turning point for e-health780 cited
2016New Tools for New Research in Psychiatry: A Scalable and Customizable Platform to Empower Data Driven Smartphone Research757 cited
2011Harnessing Context Sensing to Develop a Mobile Intervention for Depression646 cited
2016Mobile Sensing and Support for People With Depression: A Pilot Trial in the Wild333 cited
2016CrossCheck257 cited
2016Conducting a fully mobile and randomised clinical trial for depression: access, engagement and expense172 cited
2020Smartphones in mental health: a critical review of background issues, current status and future concerns

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

163 cited

2020Coached Mobile App Platform for the Treatment of Depression and Anxiety Among Primary Care Patients162 cited

Cited by

2022Digital Phenotyping of Mental Health using multimodal sensing of multiple situations of interest: A Systematic Literature Review85 cited
2023Evaluating Conversational Agents for Mental Health: Scoping Review of Outcomes and Outcome Measurement Instruments63 cited
2025Beyond the current state of just-in-time adaptive interventions in mental health: a qualitative systematic review58 cited
2022Digital Phenotyping in Health Using Machine Learning Approaches: Scoping Review50 cited
2023A Digital Peer Support Platform to Translate Online Peer Support for Emerging Adult Mental Well-being: Randomized Controlled Trial30 cited
2022A Machine Learning Approach for Continuous Mining of Nonidentifiable Smartphone Data to Create a Novel Digital Biomarker Detecting Generalized Anxiety Disorder: Prospective Cohort Study23 cited
2024Digitization and its Discontents: The Promise and Limitations of Digital Mental Health Interventions19 cited
2023Clinician perspectives on how digital phenotyping can inform client treatment18 cited
2025Regulatory challenges of digital health: the case of mental health applications and personal data in South Africa16 cited
2023What digital health technology types are used in mental health prevention and intervention? Review of systematic reviews for systematization of technologies14 cited
2024Digitale Technologien zur Verbesserung der psychischen Gesundheit9 cited
2025Harnessing Digital Phenotyping for Early Self-Detection of Psychological Distress8 cited
2026Smartphone-Based Digital Phenotyping Across Health Conditions: Scoping Review6 cited
2024Using Active and Passive Smartphone Data to Enhance Adolescents’ Emotional Awareness in Forensic Outpatient Setting: A Qualitative Feasibility and Usability Study6 cited
2025Integrating digital health technologies for ecological validity in computational psychiatry: challenges and solutions2 cited
2024The Impact of Digitalization on Psychological Treatment: Exploring Emerging Technologies in Mental Health Care2 cited