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A comprehensive review of predictive analytics models for mental illness using machine learning algorithms
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A comprehensive review of predictive analytics models for mental illness using machine learning algorithms (2024)A comprehensive review of predictive anal…Explainable depression detection with multi-aspect features using a hybrid deep learning model on social media (2022)Explainable depression detect…Automatic Depression Detection: an Emotional Audio-Textual Corpus and A Gru/Bilstm-Based Model (2022)Automatic Depression Detectio…A textual-based featuring approach for depression detection using machine learning classifiers and social media texts (2021)A textual-based featuring app…The psychological impact of COVID-19 pandemic on the general population of Saudi Arabia (2020)The psychological impact of C…Methods in predictive techniques for mental health status on social media: a critical review (2020)Methods in predictive techniq…Machine Learning in Mental Health (2020)Machine Learning in Mental He…AI in mental health (2020)AI in mental healthA longitudinal study of psychological distress in the United States before and during the COVID-19 pandemic (2020)A longitudinal study of psych…New WHO prevalence estimates of mental disorders in conflict settings: a systematic review and meta-analysis (2019)New WHO prevalence estimates …Accuracy of Patient Health Questionnaire-9 (PHQ-9) for screening to detect major depression: individual participant data meta-analysis (2019)Accuracy of Patient Health Qu…WHO World Mental Health Surveys International College Student Project: Prevalence and distribution of mental disorders. (2018)WHO World Mental Health Surve…Suicide Risk and Mental Disorders (2018)Suicide Risk and Mental Disor…Detecting Depression with Audio/Text Sequence Modeling of Interviews (2018)Detecting Depression with Aud…The Epidemiology of Depression Across Cultures (2013)The Epidemiology of Depressio…Handbook of the Sociology of Mental Health (1999)Handbook of the Sociology of …Symptoms of depression in two communities (1977)Symptoms of depression in two…An Inventory for Measuring Depression (1961)A Self-Rating Depression Scale (1965)Epidemiology of mental disorders in Camberwell (1981)Screening for Depression in a Community Sample (1982)Americans View Their Mental Health, 1957 (1984)Assessment of depression in adolescents using the Center for Epidemiologic Studies Depression Scale. (1990)National Institute of Mental Health Diagnostic Interview Schedule (1981)The World Mental Health (WMH) Survey Initiative version of the World Health Organization (WHO) Composite International Diagnostic Interview (CIDI) (2004)Depression, chronic diseases, and decrements in health: results from the World Health Surveys (2007)Gender differences in depression in representative national samples: Meta-analyses of diagnoses and symptoms. (2017)Epidemiology of Adult DSM-5 Major Depressive Disorder and Its Specifiers in the United States (2018)Global prevalence of depression and elevated depressive symptoms among adolescents: A systematic review and meta‐analysis (2021)Toward a Clinical Model of Suicidal Behavior in Psychiatric Patients (1999)Psychological autopsy studies of suicide: a systematic review (2003)Risk factors for suicide in individuals with depression: A systematic review (2013)Suicide in Schizophrenia: An Educational Overview (2019)How bad is it? Suicidality in the middle of the COVID‐19 pandemic (2020)A New Benchmark for Mental Health Systems (2021)Emerging adulthood: A theory of development from the late teens through the twenties. (2000)Lifetime Prevalence and Age-of-Onset Distributions of DSM-IV Disorders in the National Comorbidity Survey Replication (2005)Diagnostic and Statistical Manual of Mental Disorders (2013)Trends in Mood and Anxiety Symptoms and Suicide-Related Outcomes Among U.S. Undergraduates, 2007–2018: Evidence From Two National Surveys (2019)Stress and anxiety among university students in France during Covid-19 mandatory confinement (2020)Coping With the COVID-19 Pandemic: Examining Gender Differences in Stress and Mental Health Among University Students (2021)60,000 Disaster Victims Speak: Part I. An Empirical Review of the Empirical Literature, 1981–2001 (2002)The Kappa Statistic in Reliability Studies: Use, Interpretation, and Sample Size Requirements (2005)Global burden of disease attributable to mental and substance use disorders: findings from the Global Burden of Disease Study 2010 (2013)Depression and post-traumatic stress during major social unrest in Hong Kong: a 10-year prospective cohort study (2020)The effects of psychotherapies for depression on response, remission, reliable change, and deterioration: A meta‐analysis (2021)Impact of war and forced displacement on children’s mental health—multilevel, needs-oriented, and trauma-informed approaches (2022)The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration (2009)Fairness and Abstraction in Sociotechnical Systems (2019)Predicting Depression via Social Media (2021)Natural language processing applied to mental illness detection: a narrative review (2022)Mental-LLM (2024)Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial (2017)An Empathy-Driven, Conversational Artificial Intelligence Agent (Wysa) for Digital Mental Well-Being: Real-World Data Evaluation Mixed-Methods Study (2018)Chatbots and Conversational Agents in Mental Health: A Review of the Psychiatric Landscape (2019)Ethics and Law in Research on Algorithmic and Data-Driven Technology in Mental Health Care: Scoping Review (2021)The Application of the Principles of Responsible AI on Social Media Marketing for Digital Health (2021)Human-AI interaction research agenda: A user-centered perspective (2024)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)La certeza de lo impredecible: Cultura Educación y Sociedad en tiempos de COVID19 (2020)Prevalence of anxiety in the COVID-19 pandemic: An updated meta-analysis of community-based studies (2020)The psychological impact of quarantine and how to reduce it: rapid review of the evidence (2020)Impact of the COVID-19 Pandemic on Older Adults: Rapid Review (2021)Trends in Moral Injury, Distress, and Resilience Factors among Healthcare Workers at the Beginning of the COVID-19 Pandemic (2021)A Global Measure of Perceived Stress (1983)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)Ecological momentary interventions for mental health: A scoping review (2021)Conversational Artificial Intelligence in Psychotherapy: A New Therapeutic Tool or Agent? (2022)Designing Human-centered AI for Mental Health: Developing Clinically Relevant Applications for Online CBT Treatment (2022)Sex differences in the effect of education on depression: Resource multiplication or resource substitution? (2006)Mental illness stigma and ethnocultural beliefs, values, and norms: An integrative review (2011)The Social Environment and Suicide Attempts in Lesbian, Gay, and Bisexual Youth (2011)
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References

  • 2013The Epidemiology of Depression Across Cultures2,656 cited
  • 2018WHO World Mental Health Surveys International College Student Project: Prevalence and distribution of mental disorders.2,508 cited
  • 2019New WHO prevalence estimates of mental disorders in conflict settings: a systematic review and meta-analysis1,697 cited
  • 1999Handbook of the Sociology of Mental Health810 cited
  • 1977Symptoms of depression in two communities710 cited
  • 2020Methods in predictive techniques for mental health status on social media: a critical review553 cited
  • 2020The psychological impact of COVID-19 pandemic on the general population of Saudi Arabia550 cited
  • 2018Suicide Risk and Mental Disorders483 cited
  • 2020Machine Learning in Mental Health406 cited
  • 2020AI in mental health406 cited
  • 2018Detecting Depression with Audio/Text Sequence Modeling of Interviews350 cited
  • 2019Accuracy of Patient Health Questionnaire-9 (PHQ-9) for screening to detect major depression: individual participant data meta-analysis329 cited
  • 2020A longitudinal study of psychological distress in the United States before and during the COVID-19 pandemic251 cited
  • 2021A textual-based featuring approach for depression detection using machine learning classifiers and social media texts231 cited

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  • 2022Automatic Depression Detection: an Emotional Audio-Textual Corpus and A Gru/Bilstm-Based Model201 cited
  • 2022Explainable depression detection with multi-aspect features using a hybrid deep learning model on social media199 cited
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