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Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter
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Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter (2022)Cost-Sensitive Boosting Pruning Trees for…Predicting Depression via Social Media (2021)Predicting Depression via Soc…Early Detection of Depression: Social Network Analysis and Random Forest Techniques (2019)Early Detection of Depression…Deep Learning for Depression Detection of Twitter Users (2018)Deep Learning for Depression …Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media (2017)Semi-Supervised Approach to M…Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution (2017)Depression Detection via Harv…Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors (2016)Multimodal Depression Detecti…CLPsych 2015 Shared Task: Depression and PTSD on Twitter (2015)CLPsych 2015 Shared Task: Dep…Beyond LDA: Exploring Supervised Topic Modeling for Depression-Related Language in Twitter (2015)Beyond LDA: Exploring Supervi…Quantifying Mental Health Signals in Twitter (2014)Quantifying Mental Health Sig…Affective and Content Analysis of Online Depression Communities (2014)Affective and Content Analysi…Social media as a measurement tool of depression in populations (2013)Social media as a measurement…Detecting Depression Severity from Vocal Prosody (2013)Detecting Depression Severity…Adult psychiatric morbidity in England, 2007: Results of a household survey (2009)Adult psychiatric morbidity i…The epidemiology of major depressive episodes: results from the International Consortium of Psychiatric Epidemiology (ICPE) surveys (2003)The epidemiology of major dep…Development of the Taiwanese Depression Questionnaire. (2000)Development of the Taiwanese …The CES-D Scale (1977)The CES-D ScaleThe SCOFF questionnaire: assessment of a new screening tool for eating disorders (1999)Prevalence, Severity, and Comorbidity of 12-Month DSM-IV Disorders in the National Comorbidity Survey Replication (2005)DSM-IV Personality Disorders in the National Comorbidity Survey Replication (2007)What are the consequences of deployment to Iraq and Afghanistan on the mental health of the UK armed forces? A cohort study (2010)Implementing NICE guidelines for the psychological treatment of depression and anxiety disorders: The IAPT experience (2011)Has increased provision of treatment reduced the prevalence of common mental disorders? Review of the evidence from four countries (2017)A RATING SCALE FOR DEPRESSION (1960)Diagnostic and Statistical Manual of Mental Disorders (2013)Automated Depression Diagnosis Based on Deep Networks to Encode Facial Appearance and Dynamics (2017)Automated depression analysis using convolutional neural networks from speech (2018)Visually Interpretable Representation Learning for Depression Recognition from Facial Images (2018)The Epidemiology of Major Depressive Disorder (2003)Projections of Global Mortality and Burden of Disease from 2002 to 2030 (2006)Internet Research in Psychology (2014)Psychological Language on Twitter Predicts County-Level Heart Disease Mortality (2015)Social Networking Sites, Depression, and Anxiety: A Systematic Review (2016)A new scale of social desirability independent of psychopathology. (1960)An Inventory for Measuring Depression (1961)A Global Measure of Perceived Stress (1983)Individual differences in two emotion regulation processes: Implications for affect, relationships, and well-being. (2003)The benefits of being present: Mindfulness and its role in psychological well-being. (2003)Diagnostic and Statistical Manual of Mental Disorders (1988)Lifetime and 12-Month Prevalence of DSM-III-R Psychiatric Disorders in the United States (1994)Culture, emotion regulation, and adjustment. (2008)ASSOCIATION BETWEEN SOCIAL MEDIA USE AND DEPRESSION AMONG U.S. YOUNG ADULTS (2016)The future of sex and gender in psychology: Five challenges to the gender binary. (2018)From social integration to health: Durkheim in the new millennium (2000)The world health report 2001 - Mental health: new understanding, new hope (2001)The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods (2009)Discovering Shifts to Suicidal Ideation from Mental Health Content in Social Media (2016)Detecting depression and mental illness on social media: an integrative review (2017)Facebook language predicts depression in medical records (2018)Language use of depressed and depression-vulnerable college students (2004)Researching Mental Health Disorders in the Era of Social Media: Systematic Review (2017)Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences (2018)Mental-LLM (2024)Coping, stress, and social resources among adults with unipolar depression. (1984)Mental Health Discourse on reddit: Self-Disclosure, Social Support, and Anonymity (2014)Annual Research Review: Adolescent mental health in the digital age: facts, fears, and future directions (2020)Social Media and Mental Health: Benefits, Risks, and Opportunities for Research and Practice (2020)Diagnostic and Statistical Manual of Mental Disorders (2012)Detection of Suicide Ideation in Social Media Forums Using Deep Learning (2019)Using Social Media for Mental Health Surveillance (2020)A textual-based featuring approach for depression detection using machine learning classifiers and social media texts (2021)Explainable depression detection with multi-aspect features using a hybrid deep learning model on social media (2022)RETRACTED: Deep Learning for Depression Detection from Textual Data (2022)
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References

  • 1977The CES-D Scale53,239 cited
  • 2021Predicting Depression via Social Media1,582 cited
  • 2003The epidemiology of major depressive episodes: results from the International Consortium of Psychiatric Epidemiology (ICPE) surveys1,068 cited
  • 2009Adult psychiatric morbidity in England, 2007: Results of a household survey814 cited
  • 2014Quantifying Mental Health Signals in Twitter722 cited
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  • 2017Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution401 cited
  • 2018Deep Learning for Depression Detection of Twitter Users345 cited
  • 2015CLPsych 2015 Shared Task: Depression and PTSD on Twitter329 cited
  • 2013Detecting Depression Severity from Vocal Prosody278 cited
  • 2015Beyond LDA: Exploring Supervised Topic Modeling for Depression-Related Language in Twitter249 cited
  • 2014Affective and Content Analysis of Online Depression Communities225 cited
  • 2019Early Detection of Depression: Social Network Analysis and Random Forest Techniques206 cited
  • 2016Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors204 cited
  • 2000Development of the Taiwanese Depression Questionnaire.

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172 cited
  • 2017Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media169 cited
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