Xiao, Yunyu

Publications

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selected publications

Suicide Risk and Protective Factors Among Medicaid-Enrolled Black Youth With a Mental Health Diagnosis. JAMA network open. 2026 Academic Article GET IT
Extreme Risk Protection Orders and Firearm and Nonfirearm Suicides in the US. JAMA health forum. 2026 Academic Article GET IT
Neighborhood disadvantage and adolescent sleep health: a longitudinal population-based study. Lancet regional health. Americas. 2025 Academic Article GET IT
Addictive Screen Use and Youth Mental Health-Reply. JAMA. 2025 Academic Article GET IT
Schizophrenia, Bipolar, or Major Depressive Disorder and Postacute Sequelae of COVID-19. JAMA network open. 2025 Academic Article GET IT
Times cited: 2
A multi-stage large language model framework for extracting suicide-related social determinants of health. Communications medicine. 2025 Academic Article GET IT
Times cited: 1
Decomposing the change of suicide rates in the United States 2001-2023. Epidemiology and psychiatric sciences. 2025 Academic Article GET IT
Addictive Screen Use Trajectories and Suicidal Behaviors, Suicidal Ideation, and Mental Health in US Youths. JAMA. 2025 Academic Article GET IT
Times cited: 41
Machine learning applications related to suicide in military and Veterans: A scoping literature review. Journal of biomedical informatics. 2025 Information Resource GET IT
Mental health is still a human right during times of war. The International journal of social psychiatry. 2025 Editorial Article GET IT
Times cited: 6
Natural Language Processing for Digital Health in the Era of Large Language Models. Yearbook of medical informatics. 2025 Information Resource GET IT
Times cited: 9
Sexual and gender minority identity, peer victimization, and suicidality in adolescents: A mediation study using the ABCD Study. Journal of child psychology and psychiatry, and allied disciplines. 2025 Academic Article GET IT
Applications of Natural Language Processing and Large Language Models for Social Determinants of Health: Protocol for a Systematic Review. JMIR research protocols. 2025 Academic Article GET IT
Times cited: 5
Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study. Journal of medical Internet research. 2025 Academic Article GET IT
Times cited: 16
A Natural Language Processing Pipeline based on the Columbia-Suicide Severity Rating Scale. medRxiv : the preprint server for health sciences. 2024 Article GET IT
Using smartphone user mobility to unveil actual travel time to healthcare: An example of mental health facilities. Health & place. 2024 Academic Article GET IT
Times cited: 3
Road traffic deaths caused by at-fault drivers and drinking-driving in China: A spatiotemporal analysis of the 2017-2020 period. Spatial and spatio-temporal epidemiology. 2024 Academic Article GET IT
Times cited: 2
A natural language processing approach to detect inconsistencies in death investigation notes attributing suicide circumstances. Communications medicine. 2024 Academic Article GET IT
Times cited: 2
Analyzing Social Factors to Enhance Suicide Prevention Across Population Groups. Proceedings. IEEE International Conference on Healthcare Informatics. 2024 Academic Article GET IT
Times cited: 1
Equipping the next generation of clinicians for addressing conflict mental health: A role for Geopsychiatry. PLOS mental health. 2024 Academic Article GET IT
Times cited: 6
Evaluating Gaps in Mental and Non-Mental Services Utilization for Individuals with and without a Severe Mental Illness across New York City during the COVID-19 Pandemic. medRxiv : the preprint server for health sciences. 2024 Article GET IT
Expanding a Behavioral View on Digital Health Access: Drivers and Strategies to Promote Equity. Journal of medical Internet research. 2024 Academic Article GET IT
Times cited: 12
Decoding Suicide Decedent Profiles and Signs of Suicidal Intent Using Latent Class Analysis. JAMA psychiatry. 2024 Academic Article GET IT
Times cited: 39
Insufficient Sleep is Associated With Increasing Trends in Adolescent Suicidal Behaviors. The Journal of adolescent health : official publication of the Society for Adolescent Medicine. 2024 Academic Article GET IT
Times cited: 6
Editorial: The impact of COVID-19 on internet addiction, suicidal behavior, and study behavior in adolescents in various cultural contexts. Frontiers in psychiatry. 2024 Editorial Article GET IT
Times cited: 4
Are there reciprocal interplays among Chinese adolescents', fathers', and mothers' depression at the within-family level? A family systems perspective. Journal of psychopathology and clinical science. 2024 Academic Article GET IT
Times cited: 8
Patterns of Social Determinants of Health and Child Mental Health, Cognition, and Physical Health. JAMA pediatrics. 2023 Academic Article GET IT
Times cited: 73
Students' COVID-19 vaccine behaviors, intentions, and beliefs at a US Native American-Serving Nontribal Institution (NASNTI). BMC research notes. 2023 Academic Article GET IT
Times cited: 4
Effects of Geography on Risk for Future Suicidal Ideation and Attempts Among Children and Youth. JAACAP open. 2023 Academic Article GET IT
Times cited: 4
An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives. Journal of the American Medical Informatics Association : JAMIA. 2023 Academic Article GET IT
Times cited: 20
Low trust in science may foster belief in misinformation by aligning scientifically supported and unsupported statements. Perspectives in public health. 2023 Academic Article GET IT
Support for the Kids Online Safety Act (KOSA), With Caution. Quality management in health care. 2023 Academic Article GET IT
Times cited: 2
Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served populations. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2023 Academic Article GET IT
Public Surveillance of Social Media for Suicide Using Advanced Deep Learning Models in Japan: Time Series Study From 2012 to 2022. Journal of medical Internet research. 2023 Academic Article GET IT
Times cited: 15
Sexual Assault Victimization in Premature Female Mortalities: Evidence from the National Longitudinal Study of Adolescent to Adult Health. Journal of psychoactive drugs. 2023 Academic Article GET IT
Times cited: 1
Using Normative Language When Describing Scientific Findings: Randomized Controlled Trial of Effects on Trust and Credibility. Journal of medical Internet research. 2023 Academic Article GET IT
Times cited: 6
Using Machine Learning to Predict Antidepressant Treatment Outcome From Electronic Health Records. Psychiatric research and clinical practice. 2023 Academic Article GET IT
Times cited: 14
Effects of social deprivation on risk factors for suicidal ideation and suicide attempts in commercially insured US youth and adults. Scientific reports. 2023 Academic Article GET IT
Times cited: 21
COVID-19 Policies, Pandemic Disruptions, and Changes in Child Mental Health and Sleep in the United States. JAMA network open. 2023 Academic Article GET IT
Times cited: 18
Moving suicide prevention upstream by understanding the effect of flourishing on suicidal ideation in midlife: an instrumental variable approach. Scientific reports. 2023 Academic Article GET IT
Times cited: 7
The Indirect Effect of Sleep on the Association Between Protracted Social Stressors and Psychological Distress Among Hong Kong Young People. The Journal of adolescent health : official publication of the Society for Adolescent Medicine. 2023 Academic Article GET IT
Times cited: 2
Temporal and spatial trends in suicide-related visits before and during the COVID-19 pandemic in the US, 2018-2021. Journal of affective disorders. 2022 Academic Article GET IT
Times cited: 18
Applications of Artificial Intelligence to Obesity Research: Scoping Review of Methodologies. Journal of medical Internet research. 2022 Information Resource GET IT
Times cited: 61
Trends in psychiatric diagnoses by COVID-19 infection and hospitalization among patients with and without recent clinical psychiatric diagnoses in New York city from March 2020 to August 2021. Translational psychiatry. 2022 Academic Article GET IT
Times cited: 8
Social Media Sentiments on Suicides at the New York City Landmark, Vessel: A Twitter Study. International journal of environmental research and public health. 2022 Academic Article GET IT
Times cited: 2
Using Normative Language When Describing Scientific Findings: Protocol for a Randomized Controlled Trial of Effects on Trust and Credibility. JMIR research protocols. 2022 Academic Article GET IT
Times cited: 2
Algorithmic fairness in computational medicine. EBioMedicine. 2022 Information Resource GET IT
Times cited: 122
Assessing Prevalence and Unique Risk Factors of Suicidal Ideation among First-Year University Students in China Using a Unique Multidimensional University Personality Inventor. International journal of environmental research and public health. 2022 Academic Article GET IT
Times cited: 6
Association of Social Determinants of Health and Vaccinations With Child Mental Health During the COVID-19 Pandemic in the US. JAMA psychiatry. 2022 Academic Article GET IT
Times cited: 52
The effect of social network strain on suicidal ideation among middle-aged adults with adverse childhood experiences in the US: A twelve-year nationwide study. SSM - population health. 2022 Academic Article GET IT
Times cited: 4
Beliefs and misperceptions about naloxone and overdose among U.S. laypersons: a cross-sectional study. BMC public health. 2022 Academic Article GET IT
Times cited: 23
Expenditure patterns among low-income families in China: Contributing factors to child development and risks of suicidal ideation. Journal of community psychology. 2022 Academic Article GET IT
Times cited: 6
Considerations for Conducting Alcohol Research With the USAUDIT on Mechanical Turk (mTurk). Journal of studies on alcohol and drugs. 2022 Academic Article GET IT
Times cited: 4
Artificial intelligence for COVID-19: battling the pandemic with computational intelligence. Intelligent medicine. 2021 Information Resource GET IT
Times cited: 28
Intervening on Trust in Science to Reduce Belief in COVID-19 Misinformation and Increase COVID-19 Preventive Behavioral Intentions: Randomized Controlled Trial. Journal of medical Internet research. 2021 Academic Article GET IT
Times cited: 55
Quality control questions on Amazon's Mechanical Turk (MTurk): A randomized trial of impact on the USAUDIT, PHQ-9, and GAD-7. Behavior research methods. 2021 Academic Article GET IT
Times cited: 101
Using infographics to improve trust in science: a randomized pilot test. BMC research notes. 2021 Academic Article GET IT
Times cited: 13
Suicide Prevention Among College Students Before and During the COVID-19 Pandemic: Protocol for a Systematic Review and Meta-analysis. JMIR research protocols. 2021 Academic Article GET IT
Times cited: 16
Influential Path of Social Risk Factors toward Suicidal Behavior-Evidence from Chinese Sina Weibo Users 2013-2018. International journal of environmental research and public health. 2021 Academic Article GET IT
Times cited: 8
Adolescent social networks matter for suicidal trajectories: disparities across race/ethnicity, sex, sexual identity, and socioeconomic status. Psychological medicine. 2021 Academic Article GET IT
Times cited: 33
Suicide Distribution and Trends Among Male Older Adults in the U.S., 1999-2018. American journal of preventive medicine. 2021 Academic Article GET IT
Times cited: 15
Racial/Ethnic, Sex, Sexual Orientation, and Socioeconomic Disparities in Suicidal Trajectories and Mental Health Treatment Among Adolescents Transitioning to Young Adulthood in the USA: A Population-Based Cohort Study. Administration and policy in mental health. 2021 Academic Article GET IT
Times cited: 29
Suicidal Ideation Risk and Socio-Cultural Factors in China: A Longitudinal Study on Social Media from 2010 to 2018. International journal of environmental research and public health. 2021 Academic Article GET IT
Times cited: 23
Misinformation about COVID-19: evidence for differential latent profiles and a strong association with trust in science. BMC public health. 2021 Academic Article GET IT
Times cited: 211
Effects of ACT Out! Social Issue Theater on Social-Emotional Competence and Bullying in Youth and Adolescents: Cluster Randomized Controlled Trial. JMIR mental health. 2021 Academic Article GET IT
Times cited: 24
COVID-19 Misinformation Prophylaxis: Protocol for a Randomized Trial of a Brief Informational Intervention. JMIR research protocols. 2020 Academic Article GET IT
Times cited: 18
Predicting spatial and temporal responses to non-pharmaceutical interventions on COVID-19 growth rates across 58 counties in New York State: A prospective event-based modeling study on county-level sociological predictors. JMIR public health and surveillance. 2020 Academic Article GET IT
Unpacking Racial/Ethnic Differences in the Associations between Neighborhood Disadvantage and Academic Achievement: Mediation of Future Orientation and Moderation of Parental Support. Journal of youth and adolescence. 2020 Academic Article GET IT
Times cited: 20
Developing and Validating a Novel Anonymous Method for Matching Longitudinal School-Based Data. Educational and psychological measurement. 2020 Academic Article GET IT
Times cited: 8
Effects of the ACT OUT! Social Issue Theater Program on Social-Emotional Competence and Bullying in Youth and Adolescents: Protocol for a Cluster Randomized Controlled Trial. JMIR research protocols. 2020 Academic Article GET IT
Times cited: 9
Sexual Identity-Behavior Profiles and Suicide Outcomes Among Heterosexual, Lesbian, and Gay Sexually Active Adolescents. Suicide & life-threatening behavior. 2020 Academic Article GET IT
Times cited: 8
Athena SWAN and gender diversity: a UK-based retrospective cohort study. BMJ open. 2020 Academic Article GET IT
Times cited: 38

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Research

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Co-investigator Network

Funding awarded

Leveraging Longitudinal Survey and EHR data to Dissect the Impact of COVID-19 related Stressors and Infections on Child Mental Health and Suicide Risks awarded by National Institute of Mental Health Principal Investigator 2023 - 2026
Understanding Structural Social Determinants of Suicidal Trajectories awarded by American Foundation for Suicide Prevention, Inc. Principal Investigator 2023 - 2026
Do Hospital Partnerships with Community-Based Organizations that Address Social Determinants of Health Reduce Hospital Readmission and Mortality? awarded by NIH Care Management Research and Educational Foundation Principal Investigator 2023 - 2024

Disparities of Alzheimer''s disease progression in sexual and gender minorities awarded by National Institute on Aging Co-Investigator 2023 - 2028

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Background

education and training

Ph.D., New York University 2020
M.Phil., University of Hong Kong (China) 2015
B.Sc., Hong Kong Baptist University (China) 2013

Contact

full name

Yunyu Xiao

primary email

yux4008@med.cornell.edu

VIVO Weill Cornell Medical College

Yunyu Xiao Assistant Professor of Population Health Sciences

Publications

selected publications

Research

Funding awarded

Background

education and training

Contact

full name

primary email