Derek Ouyang

Stanford Medicine — United States

Computer Science · Physical Sciences

8h-index300citations36works1.42yr avg
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Research Topics

COVID-19 Digital Contact Tracing(9), COVID-19 epidemiological studies(7), Data-Driven Disease Surveillance(6), Disaster Management and Resilience(5), Flood Risk Assessment and Management(5)

Publications36 total

Do mandatory minimum penalties and penalty relief work? Evidence from California’s clean water program
PLOS Water·2025Open Access
Bias Delayed is Bias Denied? Assessing the Effect of Reporting Delays on Disparity Assessments
2025Open Access
Bias Delayed is Bias Denied? Assessing the Effect of Reporting Delays on Disparity Assessments
arXiv (Cornell University)·2025Open Access
Enabling disaggregation of Asian American subgroups: a dataset of Wikidata names for disparity estimation
Scientific Data·2025Open Access
Not Your Typical Government Tipline: LLM-Assisted Routing of Environmental Protection Agency Citizen Tips
2025Open Access
Not (Officially) in My Backyard
Journal of the American Planning Association·2024· 1 citedOpen Access
Moving from total risk to community-based risk trajectories increases transparency and equity in flood risk mitigation planning along urban rivers
Environmental Research Letters·2024· 3 citedOpen Access
Quantifying the Uncertainty of Imputed Demographic Disparity Estimates: The Dual-Bootstrap
2024· 3 citedOpen Access
Quantifying the Uncertainty of Imputed Demographic Disparity Estimates: The Dual-Bootstrap
arXiv (Cornell University)·2024Open Access
Mitigating allocative tradeoffs and harms in an environmental justice data tool
Nature Machine Intelligence·2024· 10 citedOpen Access
Quantifying the Uncertainty of Imputed Demographic Disparity Estimates: The Dual-Bootstrap
SSRN Electronic Journal·2024Open Access
Do Mandatory Minimum Penalties and Penalty Relief Work? Evidence from California's Clean Water Program
SSRN Electronic Journal·2024Open Access
Leveraging genomic sequencing data to evaluate disease surveillance strategies
iScience·2023· 1 citedOpen Access
Improving adaptation to wildfire smoke and extreme heat in frontline communities: evidence from a community-engaged pilot study in the San Francisco Bay Area
Environmental Research Letters·2023· 11 citedOpen Access
How Redundant are Redundant Encodings? Blindness in the Wild and Racial Disparity when Race is Unobserved
2023· 9 citedOpen Access
Integrating social services with disease investigation: A randomized trial of COVID-19 high-touch contact tracing
PLoS ONE·2023· 2 citedOpen Access
Potential for allocative harm in an environmental justice data tool
arXiv (Cornell University)·2023· 2 citedOpen Access
Not (Officially) in My Backyard: Characterizing Informal Accessory Dwelling Units and Informing Housing Policy with Remote Sensing
SSRN Electronic Journal·2023Open Access
Automated vs. manual case investigation and contact tracing for pandemic surveillance: evidence from a stepped wedge cluster randomized trial
EClinicalMedicine·2022· 2 citedOpen Access
Designing Accountable Health Care Algorithms: Lessons from Covid-19 Contact Tracing
NEJM Catalyst·2022· 2 citedOpen Access
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Frequent Co-authors

Daniel E. Ho(24), Jenny Suckale(11), Katherine A. Serafin(8), Lisa Lu(7), Alexis D’Agostino(7), Sarah L. Rudman(7), Leonard Ortolano(6), Indraneel Kasmalkar(5), I. Avery Bick(5), Jacob Goldin(5), Amanda Coston(4), Allison Koenecke(4), Neel Guha(3), Alexandra Chouldechova(3), Ben Anderson(3), Benjamin Lu(3), Jia Wan(3), Qiwei Lin(3), Kit T. Rodolfa(3), Yufei Miao(2)