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Gender and Racial Fairness in Depression Research using Social Media
16 references·4 citing·44 second hop
Gender and Racial Fairness in Depression Research using Social Media (2021)Gender and Racial Fairness in Depression …Predicting Depression via Social Media (2021)Predicting Depression via Soc…Methods in predictive techniques for mental health status on social media: a critical review (2020)Methods in predictive techniq…The Measure and Mismeasure of Fairness (2018)The Measure and Mismeasure of…Prevalence of Depression Among Adults Aged 20 and Over: United States, 2013-2016. (2018)Prevalence of Depression Amon…Fairness in Criminal Justice Risk Assessments: The State of the Art (2018)Fairness in Criminal Justice …Epidemiology of Adult DSM-5 Major Depressive Disorder and Its Specifiers in the United States (2018)Epidemiology of Adult DSM-5 M…Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Fair Prediction with Disparat…The Social Impact of Natural Language Processing (2016)The Social Impact of Natural …Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings (2016)Man is to Computer Programmer…Equality of Opportunity in Supervised Learning (2016)Equality of Opportunity in Su…Discovering Shifts to Suicidal Ideation from Mental Health Content in Social Media (2016)Discovering Shifts to Suicida…From ADHD to SAD: Analyzing the Language of Mental Health on Twitter through Self-Reported Diagnoses (2015)From ADHD to SAD: Analyzing t…Quantifying Mental Health Signals in Twitter (2014)Quantifying Mental Health Sig…Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach (2013)Personality, Gender, and Age …The Epidemiology of Major Depressive Disorder (2003)The Epidemiology of Major Dep…On Simpson's Paradox and the Sure-Thing Principle (1972)On Simpson's Paradox and the …Human behavior in the time of COVID-19: Learning from big data (2023)Human behavior in the time of…Gender Bias When Using Artificial Intelligence to Assess Anorexia Nervosa on Social Media: Data-Driven Study (2023)Gender Bias When Using Artifi…Methods to Establish Race or Ethnicity of Twitter Users: Scoping Review (2022)Methods to Establish Race or …Decision Making With an Alternative Mindset in an Online Shopping Environment: Identifying User Intentions Toward Facebook-Commerce (2022)Decision Making With an Alter…An alternative "description of personality": The Big-Five factor structure. 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(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)Assessment of suicidal intention: The Scale for Suicide Ideation. (1979)Psychological autopsy studies of suicide: a systematic review (2003)Cognitive Therapy for Depression (2012)Instagram photos reveal predictive markers of depression (2017)Natural Language Processing of Social Media as Screening for Suicide Risk (2018)Fairness through awareness (2012)Big Data's Disparate Impact (2014)Certifying and Removing Disparate Impact (2015)Semantics derived automatically from language corpora contain human-like biases (2017)The role of artificial intelligence in achieving the Sustainable Development Goals (2020)A Survey on Bias and Fairness in Machine Learning (2021)The Measurement of Observer Agreement for Categorical Data (1977)Lifetime and 12-Month Prevalence of DSM-III-R Psychiatric Disorders in the United States (1994)Diagnostic and Statistical Manual of Mental Disorders (2013)Cessation and reduction in alcohol consumption and misuse after psychedelic use (2019)Psychiatric and medical correlates of DSM‐5 eating disorders in a nationally representative sample of adults in the United States (2019)National, State-Level, and County-Level Prevalence Estimates of Adults Aged ≥18 Years Self-Reporting a Lifetime Diagnosis of Depression — United States, 2020 (2023)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Fairness and Abstraction in Sociotechnical Systems (2019)Algorithmic Decision Making and the Cost of Fairness (2017)Fairness definitions explained (2018)Algorithmic content moderation: Technical and political challenges in the automation of platform governance (2020)
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References

  • 2003The Epidemiology of Major Depressive Disorder7,981 cited
  • 2016Equality of Opportunity in Supervised Learning2,535 cited
  • 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
  • 2018Epidemiology of Adult DSM-5 Major Depressive Disorder and Its Specifiers in the United States1,735 cited
  • 2013Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach1,700 cited
  • 2016Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings1,615 cited
  • 2021Predicting Depression via Social Media1,582 cited
  • 2018Fairness in Criminal Justice Risk Assessments: The State of the Art986 cited
  • 2014Quantifying Mental Health Signals in Twitter722 cited
  • 2016Discovering Shifts to Suicidal Ideation from Mental Health Content in Social Media683 cited
  • 2018Prevalence of Depression Among Adults Aged 20 and Over: United States, 2013-2016.663 cited
  • 1972On Simpson's Paradox and the Sure-Thing Principle629 cited
  • 2020Methods in predictive techniques for mental health status on social media: a critical review553 cited
  • 2018The Measure and Mismeasure of Fairness445 cited
  • 2015From ADHD to SAD: Analyzing the Language of Mental Health on Twitter through Self-Reported Diagnoses

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342 cited
  • 2016The Social Impact of Natural Language Processing329 cited
  • Cited by

    • 2022Methods to Establish Race or Ethnicity of Twitter Users: Scoping Review21 cited
    • 2023Gender Bias When Using Artificial Intelligence to Assess Anorexia Nervosa on Social Media: Data-Driven Study20 cited
    • 2023Human behavior in the time of COVID-19: Learning from big data10 cited
    • 2022Decision Making With an Alternative Mindset in an Online Shopping Environment: Identifying User Intentions Toward Facebook-Commerce8 cited