SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Evaluating and mitigating unfairness in multimodal remote mental health assessments
16 references·0 citing·46 second hop
Evaluating and mitigating unfairness in multimodal remote mental health assessments (2024)Evaluating and mitigating unfairness in m…Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey (2023)Bias Mitigation for Machine L…Algorithmic fairness in artificial intelligence for medicine and healthcare (2023)Algorithmic fairness in artif…Revisiting the theoretical and methodological foundations of depression measurement (2022)Revisiting the theoretical an…New WHO prevalence estimates of mental disorders in conflict settings: a systematic review and meta-analysis (2019)New WHO prevalence estimates …Dissecting racial bias in an algorithm used to manage the health of populations (2019)Dissecting racial bias in an …Artificial intelligence and algorithmic bias: implications for health systems (2019)Artificial intelligence and a…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…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…Mitigating Unwanted Biases with Adversarial Learning (2018)Mitigating Unwanted Biases wi…Mental health monitoring with multimodal sensing and machine learning: A survey (2018)Mental health monitoring with…Equality of Opportunity in Supervised Learning (2016)Equality of Opportunity in Su…Racial disparities in psychotic disorder diagnosis: A review of empirical literature (2014)Racial disparities in psychot…Fairness through awareness (2012)Fairness through awarenessA Brief Measure for Assessing Generalized Anxiety Disorder (2006)A Brief Measure for Assessing…The PHQ-9 (2001)The PHQ-9Facial Action Coding System (1978)Facial Action Coding SystemAn inventory for measuring clinical anxiety: Psychometric properties. (1988)The MOS 36-item short-form health survey (SF-36). I. Conceptual framework and item selection. (1992)Anxiety Disorders in Primary Care: Prevalence, Impairment, Comorbidity, and Detection (2007)Validation and Standardization of the Generalized Anxiety Disorder Screener (GAD-7) in the General Population (2008)An Ultra-Brief Screening Scale for Anxiety and Depression: The PHQ-4 (2009)Justice as Fairness: A Restatement (2002)Incorporating Fairness into Game Theory and Economics (2011)How the machine ‘thinks’: Understanding opacity in machine learning algorithms (2016)Princeton University Press (2017)A Survey on Bias and Fairness in Machine Learning (2021)An Inventory for Measuring Depression (1961)A New Depression Scale Designed to be Sensitive to Change (1979)Validation and Utility of a Self-report Version of PRIME-MD The PHQ Primary Care Study (1999)The PHQ-9: A New Depression Diagnostic and Severity Measure (2002)The Patient Health Questionnaire-2 (2003)Discrimination-aware data mining (2008)Big Data's Disparate Impact (2014)Model Cards for Model Reporting (2019)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Inherent Trade-Offs in the Fair Determination of Risk Scores (2016)Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings (2016)Ensuring Fairness in Machine Learning to Advance Health Equity (2018)AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias (2019)Quantifying heterogeneity in a meta‐analysis (2002)QUADAS-2: A Revised Tool for the Quality Assessment of Diagnostic Accuracy Studies (2011)Loneliness in the UK during the COVID-19 pandemic: Cross-sectional results from the COVID-19 Psychological Wellbeing Study (2020)Prevalence and socio-demographic correlates of psychological health problems in Chinese adolescents during the outbreak of COVID-19 (2020)Mental Health Outcomes in Transgender and Nonbinary Youths Receiving Gender-Affirming Care (2022)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)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)Systematic review and meta-analysis of AI-based conversational agents for promoting mental health and well-being (2023)Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Semantics derived automatically from language corpora contain human-like biases (2017)Hidden in Plain Sight — Reconsidering the Use of Race Correction in Clinical Algorithms (2020)Algorithmic Bias in Education (2021)Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)Social determinants of health inequalities (2005)AI Fairness in Data Management and Analytics: A Review on Challenges, Methodologies and Applications (2023)Bias recognition and mitigation strategies in artificial intelligence healthcare applications (2025)The STARD-AI reporting guideline for diagnostic accuracy studies using artificial intelligence (2025)Cues to deception. (2003)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)The Prosocial Classroom: Teacher Social and Emotional Competence in Relation to Student and Classroom Outcomes (2008)
this work references cited by second hop

References

  • 2001The PHQ-945,536 cited
  • 2006A Brief Measure for Assessing Generalized Anxiety Disorder32,255 cited
  • 2019Dissecting racial bias in an algorithm used to manage the health of populations7,674 cited
  • 1978Facial Action Coding System6,011 cited
  • 2012Fairness through awareness3,545 cited
  • 2016Equality of Opportunity in Supervised Learning2,733 cited
  • 2019Accuracy of Patient Health Questionnaire-9 (PHQ-9) for screening to detect major depression: individual participant data meta-analysis1,743 cited
  • 2019New WHO prevalence estimates of mental disorders in conflict settings: a systematic review and meta-analysis1,697 cited
  • 2018Mitigating Unwanted Biases with Adversarial Learning1,428 cited
  • 2023Algorithmic fairness in artificial intelligence for medicine and healthcare858 cited
  • 2019Artificial intelligence and algorithmic bias: implications for health systems550 cited
  • 2014Racial disparities in psychotic disorder diagnosis: A review of empirical literature462 cited
  • 2018Mental health monitoring with multimodal sensing and machine learning: A survey356 cited
  • 2019Accuracy of Patient Health Questionnaire-9 (PHQ-9) for screening to detect major depression: individual participant data meta-analysis329 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

2022
Revisiting the theoretical and methodological foundations of depression measurement
275 cited
  • 2023Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey222 cited
  • Cited by

    No citing works inside the corpus for this window.