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Internet of Things Applied to Mental Health: Concepts, Applications, and Perspectives
16 references·1 citing·52 second hop
Internet of Things Applied to Mental Health: Concepts, Applications, and Perspectives (2020)Internet of Things Applied to Mental Heal…Mental health monitoring with multimodal sensing and machine learning: A survey (2018)Mental health monitoring with…Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning (2017)Personal Sensing: Understandi…Loneliness in the general population: prevalence, determinants and relations to mental health (2017)Loneliness in the general pop…Instagram photos reveal predictive markers of depression (2017)Instagram photos reveal predi…New Tools for New Research in Psychiatry: A Scalable and Customizable Platform to Empower Data Driven Smartphone Research (2016)New Tools for New Research in…Trajectories of depression (2015)Trajectories of depressionA review of depression and suicide risk assessment using speech analysis (2015)A review of depression and su…StressSense (2012)StressSenseAmbulatory Assessment (2012)Ambulatory AssessmentAssociation between social support and depression in the general population: the HUNT study, a cross‐sectional survey (2011)Association between social su…The interpersonal theory of suicide. (2010)The interpersonal theory of s…Sleep disorders as core symptoms of depression (2008)Sleep disorders as core sympt…Faking it: Social desirability response bias in self-report research (2008)Faking it: Social desirabilit…Ecological Momentary Assessment (2007)Ecological Momentary Assessme…The sensitivity and specificity of the Major Depression Inventory, using the Present State Examination as the index of diagnostic validity (2001)The sensitivity and specifici…THE ASSESSMENT OF ANXIETY STATES BY RATING (1959)THE ASSESSMENT OF ANXIETY STA…Role of Industry 4.0 technologies in advancing mental health and holistic well being through a systematic literature review (2026)Role of Industry 4.0 technolo…A new scale of social desirability independent of psychopathology. 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(1989)Sleep disturbance and psychiatric disorders: A longitudinal epidemiological study of young Adults (1996)Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Status Using Wearable Sensors and Mobile Phones: Observational Study (2018)Psychedelics in Psychiatry: Neuroplastic, Immunomodulatory, and Neurotransmitter Mechanisms (2020)Effects of the COVID-19 lockdown on mental health, wellbeing, sleep, and alcohol use in a UK student sample (2021)A RATING SCALE FOR DEPRESSION (1960)An Inventory for Measuring Depression (1961)A Self-Rating Depression Scale (1965)Comparative validity of three screening questionnaires for DSM-IV depressive disorders and physicians? diagnoses (2002)Size and burden of mental disorders in Europe—a critical review and appraisal of 27 studies (2005)Gender differences in depression in representative national samples: Meta-analyses of diagnoses and symptoms. 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(2016)Two new Later Stone Age sites from the Final Pleistocene in the Falémé Valley, eastern Senegal (2024)Availability: A heuristic for judging frequency and probability (1973)Integrating Person-Centered and Variable-Centered Analyses: Growth Mixture Modeling With Latent Trajectory Classes (2000)Diary Methods: Capturing Life as it is Lived (2002)Twelve‐month and lifetime prevalence and lifetime morbid risk of anxiety and mood disorders in the United States (2012)Subjective wellbeing, health, and ageing (2014)The Pittsburgh sleep quality index: A new instrument for psychiatric practice and research (1989)The Mini-International Neuropsychiatric Interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10 (1998)A Brief Measure for Assessing Generalized Anxiety Disorder (2006)Harnessing Smartphone-Based Digital Phenotyping to Enhance Behavioral and Mental Health (2016)The growing field of digital psychiatry: current evidence and the future of apps, social media, chatbots, and virtual reality (2021)Reality mining: sensing complex social systems (2005)Inferring friendship network structure by using mobile phone data (2009)Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)Detecting depression and mental illness on social media: an integrative review (2017)Internet‐delivered psychological treatments: from innovation to implementation (2019)Annual Research Review: Adolescent mental health in the digital age: facts, fears, and future directions (2020)Validation and Utility of a Self-report Version of PRIME-MD The PHQ Primary Care Study (1999)Social Relationships and Mortality Risk: A Meta-analytic Review (2010)Suicidal thoughts and behaviors and social isolation: A narrative review of the literature (2018)Loneliness in the UK during the COVID-19 pandemic: Cross-sectional results from the COVID-19 Psychological Wellbeing Study (2020)The Effect of Loneliness on Distinct Health Outcomes: A Comprehensive Review and Meta-Analysis (2020)An inventory for measuring clinical anxiety: Psychometric properties. 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References

  • 1959THE ASSESSMENT OF ANXIETY STATES BY RATING11,507 cited
  • 2007Ecological Momentary Assessment6,446 cited
  • 2010The interpersonal theory of suicide.5,761 cited
  • 2008Faking it: Social desirability response bias in self-report research1,687 cited
  • 2017Loneliness in the general population: prevalence, determinants and relations to mental health1,336 cited
  • 2015A review of depression and suicide risk assessment using speech analysis1,007 cited
  • 2001The sensitivity and specificity of the Major Depression Inventory, using the Present State Examination as the index of diagnostic validity973 cited
  • 2017Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning873 cited
  • 2008Sleep disorders as core symptoms of depression836 cited
  • 2016New Tools for New Research in Psychiatry: A Scalable and Customizable Platform to Empower Data Driven Smartphone Research786 cited
  • 2012Ambulatory Assessment765 cited
  • 2017Instagram photos reveal predictive markers of depression519 cited
  • 2012StressSense511 cited
  • 2015Trajectories of depression487 cited
  • 2011Association between social support and depression in the general population: the HUNT study, a cross‐sectional survey

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359 cited
  • 2018Mental health monitoring with multimodal sensing and machine learning: A survey356 cited
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    • 2026Role of Industry 4.0 technologies in advancing mental health and holistic well being through a systematic literature review1 cited