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Automated Speech Analysis for Risk Detection of Depression, Anxiety, Insomnia, and Fatigue: Algorithm Development and Validation Study
16 references·0 citing·46 second hopsampled
Automated Speech Analysis for Risk Detection of Depression, Anxiety, Insomnia, and Fatigue: Algorithm Development and Validation Study (2024)Automated Speech Analysis for Risk Detect…Global, regional, and national burden of 12 mental disorders in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019 (2022)Global, regional, and nationa…Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the COVID-19 pandemic (2021)Global prevalence and burden …Automated assessment of psychiatric disorders using speech: A systematic review (2020)Automated assessment of psych…Depression in the Primary Care Setting (2019)Depression in the Primary Car…A network theory of mental disorders (2017)A network theory of mental di…A review of depression and suicide risk assessment using speech analysis (2015)A review of depression and su…Vocal and Facial Biomarkers of Depression based on Motor Incoordination and Timing (2014)Vocal and Facial Biomarkers o…Ubiquitous Log Odds: A Common Representation of Probability and Frequency Distortion in Perception, Action, and Cognition (2012)Ubiquitous Log Odds: A Common…Psychometric comparison of PHQ-9 and HADS for measuring depression severity in primary care (2007)Psychometric comparison of PH…A Brief Measure for Assessing Generalized Anxiety Disorder (2006)A Brief Measure for Assessing…The diagnostic validity of the Athens Insomnia Scale (2003)The diagnostic validity of th…The PHQ-9 (2001)The PHQ-9Athens Insomnia Scale: validation of an instrument based on ICD-10 criteria (2000)Athens Insomnia Scale: valida…Mental disorders and comorbidity in suicide (1993)Mental disorders and comorbid…Psychometric properties of the Beck Depression Inventory: Twenty-five years of evaluation (1988)Psychometric properties of th…An Inventory for Measuring Depression (1961)An Inventory for Measuring De…A Hundred Cases of Suicide: Clinical Aspects (1974)The Measurement of Observer Agreement for Categorical Data (1977)Risk Factors for Adolescent Suicide (1988)Toward a Clinical Model of Suicidal Behavior in Psychiatric Patients (1999)Psychological autopsy studies of suicide: a systematic review (2003)Risk factors for suicide in individuals with depression: A systematic review (2013)Diagnostic and Statistical Manual of Mental Disorders (2013)Diagnostic and Statistical Manual of Mental Disorders (2013)AVEC 2017 (2017)AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition (2019)Coefficient Alpha and the Internal Structure of Tests (1951)The Pittsburgh sleep quality index: A new instrument for psychiatric practice and research (1989)Recommendations for a Standard Research Assessment of Insomnia (2006)Development and Validation of Patient-Reported Outcome Measures for Sleep Disturbance and Sleep-Related Impairments (2010)The Insomnia Severity Index: Psychometric Indicators to Detect Insomnia Cases and Evaluate Treatment Response (2011)An 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)Rating scales and check lists for the evaluation of psychopathology. (1954)A Factor Analysis of Items on the Mmpi Depression Scale (1957)PSYCHIATRIC ORIENTATION AND ITS RELATION TO DIAGNOSIS AND TREATMENT IN A MENTAL HOSPITAL (1959)The CES-D Scale (1977)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)A RATING SCALE FOR DEPRESSION (1960)Distinguishing optimism from neuroticism (and trait anxiety, self-mastery, and self-esteem): A reevaluation of the Life Orientation Test. 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(2022)How mental health care should change as a consequence of the COVID-19 pandemic (2020)The impact of the prolonged COVID-19 pandemic on stress resilience and mental health: A critical review across waves (2021)The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)The Lancet Psychiatry Commission on youth mental health (2024)Global burden of disease attributable to mental and substance use disorders: findings from the Global Burden of Disease Study 2010 (2013)The Lancet Commission on global mental health and sustainable development (2018)Quantifying the global burden of mental disorders and their economic value (2022)The social determinants of mental health and disorder: evidence, prevention and recommendations (2024)
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References

  • 2001The PHQ-945,536 cited
  • 1961An Inventory for Measuring Depression38,018 cited
  • 2006A Brief Measure for Assessing Generalized Anxiety Disorder32,255 cited
  • 1988Psychometric properties of the Beck Depression Inventory: Twenty-five years of evaluation11,694 cited
  • 2022Global, regional, and national burden of 12 mental disorders in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 20196,444 cited
  • 2021Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the COVID-19 pandemic5,863 cited
  • 2017A network theory of mental disorders3,532 cited
  • 2000Athens Insomnia Scale: validation of an instrument based on ICD-10 criteria1,940 cited
  • 2015A review of depression and suicide risk assessment using speech analysis1,007 cited
  • 1993Mental disorders and comorbidity in suicide865 cited
  • 2003The diagnostic validity of the Athens Insomnia Scale813 cited
  • 2012Ubiquitous Log Odds: A Common Representation of Probability and Frequency Distortion in Perception, Action, and Cognition679 cited
  • 2007Psychometric comparison of PHQ-9 and HADS for measuring depression severity in primary care632 cited
  • 2020Automated assessment of psychiatric disorders using speech: A systematic review

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514 cited
  • 2019Depression in the Primary Care Setting465 cited
  • 2014Vocal and Facial Biomarkers of Depression based on Motor Incoordination and Timing209 cited
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