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A mental state Knowledge–aware and Contrastive Network for early stress and depression detection on social media
16 references·2 citing·45 second hop
A mental state Knowledge–aware and Contrastive Network for early stress and depression detection on social media (2022)A mental state Knowledge–aware and Contra…Natural language processing applied to mental illness detection: a narrative review (2022)Natural language processing a…Methods in predictive techniques for mental health status on social media: a critical review (2020)Methods in predictive techniq…COSMIC: COmmonSense knowledge for eMotion Identification in Conversations (2020)COSMIC: COmmonSense knowledge…HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case (2019)HISTORIAE, History of Socio-C…Detection of Depression-Related Posts in Reddit Social Media Forum (2019)Detection of Depression-Relat…Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences (2018)Utilizing Neural Networks and…Deep Learning for Depression Detection of Twitter Users (2018)Deep Learning for Depression …Socio-economic variations in the mental health treatment gap for people with anxiety, mood, and substance use disorders: results from the WHO World Mental Health (WMH) surveys (2017)Socio-economic variations in …Forecasting the onset and course of mental illness with Twitter data (2017)Forecasting the onset and cou…Screening for Depression in the General Population with the Center for Epidemiologic Studies Depression (CES-D): A Systematic Review with Meta-Analysis (2016)Screening for Depression in t…Language use of depressed and depression-vulnerable college students (2004)Language use of depressed and…Studying the amateur artist: A perspective on disguising data collected in human subjects research on the Internet (2002)Studying the amateur artist: …Screening for Depression in Primary Care Clinics: The CES-D and the BDI (1990)Screening for Depression in P…Depression, self-focused attention, and expectancies for positive and negative future life events for self and others. (1987)Depression, self-focused atte…Cognitive Therapy of Depression (1979)Cognitive Therapy of Depressi…The CES-D Scale (1977)The CES-D ScaleDepression detection in social media posts using transformer-based models and auxiliary features (2024)Depression detection in socia…Emotion fusion for mental illness detection from social media: A survey (2022)Emotion fusion for mental ill…A new scale of social desirability independent of psychopathology. (1960)A RATING SCALE FOR DEPRESSION (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)Psychometric properties of the Beck Depression Inventory: Twenty-five years of evaluation (1988)Epidemiology of depression in primary care (1992)Depressive Symptoms and the Cost of Health Services in HMO Patients Aged 65 Years and Older (1997)Seeing Everyone Else's Highlight Reels: How Facebook Usage is Linked to Depressive Symptoms (2014)Bivariate analysis of sensitivity and specificity produces informative summary measures in diagnostic reviews (2005)QUADAS-2: A Revised Tool for the Quality Assessment of Diagnostic Accuracy Studies (2011)Mental health during the COVID-19 pandemic: Effects of stay-at-home policies, social distancing behavior, and social resources (2020)The prevalence of stress, anxiety and depression within front-line healthcare workers caring for COVID-19 patients: a systematic review and meta-regression (2020)When social isolation is nothing new: A longitudinal study on psychological distress during COVID-19 among university students with and without preexisting mental health concerns. (2020)The World Mental Health (WMH) Survey Initiative version of the World Health Organization (WHO) Composite International Diagnostic Interview (CIDI) (2004)Use of mental health services for anxiety, mood, and substance disorders in 17 countries in the WHO world mental health surveys (2007)Estimating the true global burden of mental illness (2016)Factors associated with health service utilisation for common mental disorders: a systematic review (2018)Acute psychiatric care: approaches to increasing the range of services and improving access and quality of care (2022)MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models (2024)Linguistic Inquiry and Word Count (LIWC) (2012)Depression Is the Leading Cause of Disability Around the World (2017)AI in mental health (2020)MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare (2022)Mental-LLM (2024)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)A New Benchmark for Mental Health Systems (2021)Predicting Depression via Social Media (2021)The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods (2009)Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement (2015)Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the COVID-19 pandemic (2021)Depression Detection from Social Media Text Analysis using Natural Language Processing Techniques and Hybrid Deep Learning Model (2022)Towards Interpretable Mental Health Analysis with Large Language Models (2023)Machine Learning for Multimodal Mental Health Detection: A Systematic Review of Passive Sensing Approaches (2024)Self-efficacy: Toward a unifying theory of behavioral change. (1977)The structure of negative emotional states: Comparison of the Depression Anxiety Stress Scales (DASS) with the Beck Depression and Anxiety Inventories (1995)The Emerging Field of Emotion Regulation: An Integrative Review (1998)Linguistic Markers of Psychological Change Surrounding September 11, 2001 (2004)Gender Differences in Language Use: An Analysis of 14,000 Text Samples (2008)Mental Health Discourse on reddit: Self-Disclosure, Social Support, and Anonymity (2014)LEGAL-BERT: The Muppets straight out of Law School (2020)On the Opportunities and Risks of Foundation Models (2021)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)
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References

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  • 2018

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Deep Learning for Depression Detection of Twitter Users
345 cited
  • 1987Depression, self-focused attention, and expectancies for positive and negative future life events for self and others.303 cited
  • 2018Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences292 cited
  • Cited by

    • 2022Emotion fusion for mental illness detection from social media: A survey86 cited
    • 2024Depression detection in social media posts using transformer-based models and auxiliary features71 cited