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A deep learning model for detecting mental illness from user content on social media
5 references·14 citing·54 second hop
A deep learning model for detecting mental illness from user content on social media (2020)A deep learning model for detecting menta…Predicting Depression via Social Media (2021)Predicting Depression via Soc…Instagram photos reveal predictive markers of depression (2017)Instagram photos reveal predi…Mental Health Problems and Help-Seeking Behavior Among College Students (2009)Mental Health Problems and He…Is There Social Capital in a Social Network Site?: Facebook Use and College Students' Life Satisfaction, Trust, and Participation (2009)Is There Social Capital in a …Failure and Delay in Initial Treatment Contact After First Onset of Mental Disorders in the National Comorbidity Survey Replication (2005)Failure and Delay in Initial …User Preferences on AI Psychotherapy Based on Moderating Effects of Individual Personality Traits: Employing a Clustering Analysis (2024)User Preferences on AI Psycho…Mental Health Chatbot (2024)Mental Health ChatbotCalibration of Transformer-Based Models for Identifying Stress and Depression in Social Media (2023)Calibration of Transformer-Ba…RETRACTED: Deep Learning for Depression Detection from Textual Data (2022)RETRACTED: Deep Learning for …Fair and Explainable Depression Detection in Social Media (2022)Fair and Explainable Depressi…Explainable depression detection with multi-aspect features using a hybrid deep learning model on social media (2022)Explainable depression detect…DEPTWEET: A typology for social media texts to detect depression severities (2022)DEPTWEET: A typology for soci…Depression Detection from Social Media Text Analysis using Natural Language Processing Techniques and Hybrid Deep Learning Model (2022)Depression Detection from Soc…Deep learning techniques for suicide and depression detection from online social media: A scoping review (2022)Deep learning techniques for …A Novel Text Mining Approach for Mental Health Prediction Using Bi-LSTM and BERT Model (2022)A Novel Text Mining Approach …Studies of Depression and Anxiety Using Reddit as a Data Source: Scoping Review (2021)Studies of Depression and Anx…Machine Learning for Mental Health in Social Media: Bibliometric Study (2021)Machine Learning for Mental H…Automatic detection of depression symptoms in twitter using multimodal analysis (2021)Automatic detection of depres…A textual-based featuring approach for depression detection using machine learning classifiers and social media texts (2021)A textual-based featuring app…Validation and Utility of a Self-report Version of PRIME-MD The PHQ Primary Care Study (1999)Diagnostic and Statistical Manual of Mental Disorders (DSM-IV) (2003)Lifetime Prevalence and Age-of-Onset Distributions of DSM-IV Disorders in the National Comorbidity Survey Replication (2005)Stigma and Help Seeking for Mental Health Among College Students (2009)Barriers to mental health treatment: results from the National Comorbidity Survey Replication (2010)Cognitive behavioural therapy for anxiety disorders in children and adolescents (2015)The Satisfaction With Life Scale (1985)Social Capital in the Creation of Human Capital (1988)Bowling alone: the collapse and revival of American community (2000)Connection strategies: Social capital implications of Facebook-enabled communication practices (2011)Social Media Use for News and Individuals' Social Capital, Civic Engagement and Political Participation (2012)Understanding Generation Y and their use of social media: a review and research agenda (2013)Lifetime and 12-Month Prevalence of DSM-III-R Psychiatric Disorders in the United States (1994)The Condition of Education (2005)Mobile phone use and stress, sleep disturbances, and symptoms of depression among young adults - a prospective cohort study (2011)Challenges and Opportunities for Higher Education amid the COVID-19 Pandemic: The Philippine Context (2020)Psychological impacts from COVID-19 among university students: Risk factors across seven states in the United States (2021)The CES-D Scale (1977)Coping, stress, and social resources among adults with unipolar depression. 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this work references cited by second hop

References

  • 2009Is There Social Capital in a Social Network Site?: Facebook Use and College Students' Life Satisfaction, Trust, and Participation2,228 cited
  • 2009Mental Health Problems and Help-Seeking Behavior Among College Students1,947 cited
  • 2021Predicting Depression via Social Media1,582 cited
  • 2005Failure and Delay in Initial Treatment Contact After First Onset of Mental Disorders in the National Comorbidity Survey Replication1,326 cited
  • 2017Instagram photos reveal predictive markers of depression519 cited

Cited by

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  • 2022Explainable depression detection with multi-aspect features using a hybrid deep learning model on social media199 cited
  • 2022Depression Detection from Social Media Text Analysis using Natural Language Processing Techniques and Hybrid Deep Learning Model139 cited
  • 2021Machine Learning for Mental Health in Social Media: Bibliometric Study134 cited
  • 2021Automatic detection of depression symptoms in twitter using multimodal analysis122 cited
  • 2022A Novel Text Mining Approach for Mental Health Prediction Using Bi-LSTM and BERT Model119 cited
  • 2023Calibration of Transformer-Based Models for Identifying Stress and Depression in Social Media

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97 cited
  • 2022DEPTWEET: A typology for social media texts to detect depression severities96 cited
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  • 2024User Preferences on AI Psychotherapy Based on Moderating Effects of Individual Personality Traits: Employing a Clustering Analysis6 cited