SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Digital Phenotyping for Stress, Anxiety, and Mild Depression: Systematic Literature Review
13 references·11 citing·51 second hopsampled
Digital Phenotyping for Stress, Anxiety, and Mild Depression: Systematic Literature Review (2023)Digital Phenotyping for Stress, Anxiety, …The digital clinic: Implementing technology and augmenting care for mental health (2020)The digital clinic: Implement…Mental Health and Behavior of College Students During the Early Phases of the COVID-19 Pandemic: Longitudinal Smartphone and Ecological Momentary Assessment Study (2020)Mental Health and Behavior of…Individual differences and changes in subjective wellbeing during the early stages of the COVID-19 pandemic. (2020)Individual differences and ch…Digital phenotyping for mental health of college students: a clinical review (2020)Digital phenotyping for menta…Digital Biomarkers of Social Anxiety Severity: Digital Phenotyping Using Passive Smartphone Sensors (2020)Digital Biomarkers of Social …Toward clinical digital phenotyping: a timely opportunity to consider purpose, quality, and safety (2019)Toward clinical digital pheno…Student Perspectives on Digital Phenotyping (2019)Student Perspectives on Digit…Tracking Depression Dynamics in College Students Using Mobile Phone and Wearable Sensing (2018)Tracking Depression Dynamics …Mobile Sensing at the Service of Mental Well-being (2017)Mobile Sensing at the Service…Harnessing Smartphone-Based Digital Phenotyping to Enhance Behavioral and Mental Health (2016)Harnessing Smartphone-Based D…StudentLife (2014)StudentLifeSocial capital as a resource for mental well-being in older people: A systematic review (2012)Social capital as a resource …Mental health literacy: Empowering the community to take action for better mental health. (2011)Mental health literacy: Empow…Smartphone-Based Digital Phenotyping Across Health Conditions: Scoping Review (2026)Smartphone-Based Digital Phen…Triggering just-in-time adaptive interventions based on real-time detection of daily-life stress: Methodological development and longitudinal multicenter evaluation (2025)Triggering just-in-time adapt…Passive Sensing for Mental Health Monitoring Using Machine Learning With Wearables and Smartphones: Scoping Review (2025)Passive Sensing for Mental He…Optimizing personalized psychological well-being interventions through digital phenotyping: results from a randomized non-clinical trial (2025)Optimizing personalized psych…Key Features of Digital Phenotyping for Monitoring Mental Disorders: Systematic Review (2025)Key Features of Digital Pheno…Implementing Digital Tools for Mental Health Support in Young Individuals in Colombia: Mixed Methods Feasibility Study (2025)Implementing Digital Tools fo…Harnessing Digital Phenotyping for Early Self-Detection of Psychological Distress (2025)Harnessing Digital Phenotypin…Feasibility of Collecting and Linking Digital Phenotyping, Clinical, and Genetics Data for Mental Health Research: Pilot Observational Study (2025)Feasibility of Collecting and…Distinguishing Common Digital Phenotyping and Self-Report Parameters for Monitoring and Predicting Depression: Scoping Review (2025)Distinguishing Common Digital…Digital phenotyping for mental health based on data analytics: A systematic literature review (2025)Digital phenotyping for menta…Cross-Platform Availability of Smartphone Sensors for Depression Indication Systems: Mixed-Methods Umbrella Review (2025)Cross-Platform Availability o…The Satisfaction With Life Scale (1985)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement. (2009)Public mental health: the time is ripe for translation of evidence into practice (2015)Social determinants of mental disorders and the Sustainable Development Goals: a systematic review of reviews (2018)Social capital and health: A systematic review of systematic reviews (2019)How stigma interferes with mental health care. (2004)Lifetime Prevalence and Age-of-Onset Distributions of DSM-IV Disorders in the National Comorbidity Survey Replication (2005)Age of onset of mental disorders: a review of recent literature (2007)The Impact of Mental Illness Stigma on Seeking and Participating in Mental Health Care (2014)The Global Burden of Mental, Neurological and Substance Use Disorders: An Analysis from the Global Burden of Disease Study 2010 (2015)Preventive strategies for mental health (2018)A Global Measure of Perceived Stress (1983)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)The PHQ-9 (2001)Mobile Phone Sensor Correlates of Depressive Symptom Severity in Daily-Life Behavior: An Exploratory Study (2015)Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning (2017)Validity and Reliability of the Experience-Sampling Method (1987)Ecological Momentary Assessment (2007)New Tools for New Research in Psychiatry: A Scalable and Customizable Platform to Empower Data Driven Smartphone Research (2016)Natural Language Processing of Social Media as Screening for Suicide Risk (2018)AI in mental health (2020)Social Media and Mental Health: Benefits, Risks, and Opportunities for Research and Practice (2020)The development of markers for the Big-Five factor structure. (1992)Journal of the American Statistical Association (1995)Beyond Money (2004)Correlations Between Objective Behavioral Features Collected From Mobile and Wearable Devices and Depressive Mood Symptoms in Patients With Affective Disorders: Systematic Review (2018)Mental health monitoring with multimodal sensing and machine learning: A survey (2018)Predicting personality from patterns of behavior collected with smartphones (2020)A RATING SCALE FOR DEPRESSION (1960)Diagnostic and Statistical Manual of Mental Disorders (2013)Ecological momentary interventions for mental health: A scoping review (2021)Effects of the COVID-19 lockdown on mental health, wellbeing, sleep, and alcohol use in a UK student sample (2021)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Digital Phenotyping (2017)Multidisciplinary research priorities for the COVID-19 pandemic: a call for action for mental health science (2020)Predicting Symptoms of Depression and Anxiety Using Smartphone and Wearable Data (2021)Singapore's health-care system: key features, challenges, and shifts (2021)Tests for comparing elements of a correlation matrix. (1980)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Passive Sensing of Prediction of Moment-To-Moment Depressed Mood among Undergraduates with Clinical Levels of Depression Sample Using Smartphones (2020)Digital biomarkers of anxiety disorder symptom changes: Personalized deep learning models using smartphone sensors accurately predict anxiety symptoms from ecological momentary assessments (2021)Immediate Psychological Responses and Associated Factors during the Initial Stage of the 2019 Coronavirus Disease (COVID-19) Epidemic among the General Population in China (2020)Impact of COVID-19 outbreak on the mental health status of undergraduate medical students in a COVID-19 treating medical college: a prospective longitudinal study (2020)Longitudinal changes in mental health and the COVID-19 pandemic: evidence from the UK Household Longitudinal Study (2020)The psychological impact of the COVID-19 epidemic on college students in China (2020)A systematic review of the mental health changes of children and young people before and during the COVID-19 pandemic (2022)Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. (2000)The COVID-19 pandemic and subjective well-being: longitudinal evidence on satisfaction with work and family (2020)Understanding “Zoom fatigue”: A mixed‐method approach (2021)Social support and mental health: the mediating role of perceived stress (2024)
this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 2011Mental health literacy: Empowering the community to take action for better mental health.1,779 cited
  • 2014StudentLife1,117 cited
  • 2020Mental Health and Behavior of College Students During the Early Phases of the COVID-19 Pandemic: Longitudinal Smartphone and Ecological Momentary Assessment Study759 cited
  • 2016Harnessing Smartphone-Based Digital Phenotyping to Enhance Behavioral and Mental Health720 cited
  • 2020Individual differences and changes in subjective wellbeing during the early stages of the COVID-19 pandemic.641 cited
  • 2019Toward clinical digital phenotyping: a timely opportunity to consider purpose, quality, and safety433 cited
  • 2012Social capital as a resource for mental well-being in older people: A systematic review354 cited
  • 2018Tracking Depression Dynamics in College Students Using Mobile Phone and Wearable Sensing339 cited
  • 2020Digital Biomarkers of Social Anxiety Severity: Digital Phenotyping Using Passive Smartphone Sensors162 cited
  • 2017Mobile Sensing at the Service of Mental Well-being134 cited
  • 2020Digital phenotyping for mental health of college students: a clinical review121 cited
  • 2020The digital clinic: Implementing technology and augmenting care for mental health97 cited
  • 2019Student Perspectives on Digital Phenotyping87 cited

Cited by

  • 2025

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

Passive Sensing for Mental Health Monitoring Using Machine Learning With Wearables and Smartphones: Scoping Review
67 cited
  • 2025Digital phenotyping for mental health based on data analytics: A systematic literature review30 cited
  • 2025Key Features of Digital Phenotyping for Monitoring Mental Disorders: Systematic Review25 cited
  • 2025Cross-Platform Availability of Smartphone Sensors for Depression Indication Systems: Mixed-Methods Umbrella Review8 cited
  • 2025Harnessing Digital Phenotyping for Early Self-Detection of Psychological Distress8 cited
  • 2026Smartphone-Based Digital Phenotyping Across Health Conditions: Scoping Review6 cited
  • 2025Optimizing personalized psychological well-being interventions through digital phenotyping: results from a randomized non-clinical trial5 cited
  • 2025Triggering just-in-time adaptive interventions based on real-time detection of daily-life stress: Methodological development and longitudinal multicenter evaluation4 cited
  • 2025Distinguishing Common Digital Phenotyping and Self-Report Parameters for Monitoring and Predicting Depression: Scoping Review4 cited
  • 2025Feasibility of Collecting and Linking Digital Phenotyping, Clinical, and Genetics Data for Mental Health Research: Pilot Observational Study2 cited
  • 2025Implementing Digital Tools for Mental Health Support in Young Individuals in Colombia: Mixed Methods Feasibility Study2 cited