Hyungrok Do, PhD

Assistant Professor, Department of Population Health

Keywords
Biostatistics, Machine Learning, Algorithmic Fairness, Survival Analysis, Electronic Health Records

Phone

646-501-3409

Academic office

180 Madison Avenue

2nd Floor, 2-24

New York, NY 10016

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Positions

Assistant Professor, Department of Population Health at NYU Grossman School of Medicine

Graduate Education

PhD from Korea University

Incidence and Prevalence of Post-COVID-19 Myalgic Encephalomyelitis: A Report from the Observational RECOVER-Adult Study

Vernon, Suzanne D; Zheng, Tianyu; Do, Hyungrok; Marconi, Vincent C; Jason, Leonard A; Singer, Nora G; Natelson, Benjamin H; Sherif, Zaki A; Bonilla, Hector Fabio; Taylor, Emily; Mullington, Janet M; Ashktorab, Hassan; Laiyemo, Adeyinka O; Brim, Hassan; Patterson, Thomas F; Akintonwa, Teresa T; Sekar, Anisha; Peluso, Michael J; Maniar, Nikita; Bateman, Lucinda; Horwitz, Leora I; Hess, Rachel; ,

Journal of general internal medicine. 2025 Jan 13;

An implementation trial to mAnage siCkle CELl disEase through incReased AdopTion of hydroxyurEa in Nigeria (ACCELERATE): Study protocol

Peprah, Emmanuel; Gyamfi, Joyce; Patena, John; Kayalioglu, Hazal; Hameed, Tania; Ogedegbe, Gbenga; Do, Hyungrok; Ojji, Dike; Adenikinju, Deborah; Ajaye Oba, Tayo; Nwegbu, Maxwell; Isa, Hezekiah; Shedul, Grace; Sopekan, Alayo Y; Nnodu, Obiageli E

PLoS one. 2025 Dec; 20(1):e0311900

Survival After Radical Cystectomy for Bladder Cancer: Development of a Fair Machine Learning Model

Carbunaru, Samuel; Neshatvar, Yassamin; Do, Hyungrok; Murray, Katie; Ranganath, Rajesh; Nayan, Madhur

JMIR medical informatics. 2024 Dec 13; 12:e63289

Model-based estimation of individual-level social determinants of health and its applications in All of Us

Kim, Bo Young; Anthopolos, Rebecca; Do, Hyungrok; Zhong, Judy

Journal of the American Medical Informatics Association. 2024 Dec 01; 31(12):2880-2889

Quantitative multiplex immunohistochemistry reveals inter-patient lymphovascular and immune heterogeneity in primary cutaneous melanoma

Femel, Julia; Hill, Cameron; Illa Bochaca, Irineu; Booth, Jamie L; Asnaashari, Tina G; Steele, Maria M; Moshiri, Ata S; Do, Hyungrok; Zhong, Judy; Osman, Iman; Leachman, Sancy A; Tsujikawa, Takahiro; White, Kevin P; Chang, Young H; Lund, Amanda W

Frontiers in immunology. 2024 Feb; 15:1328602

Fair Survival Time Prediction via Mutual Information Minimization

Do, Hyungrok; Chang, Yuxin; Cho, Yoon Sang; Smyth, Padhraic; Zhong, Judy

Proceedings of machine learning research. 2023 Aug; 219:128-149

A Joint Fairness Model with Applications to Risk Predictions for Under-represented Populations

Do, Hyungrok; Nandi, Shinjini; Putzel, Preston; Smyth, Padhraic; Zhong, Judy

Biometrics. 2023 Jun; 79(2):826-840

Factors associated with hospital admission and severe outcomes for older patients with COVID-19

Kim, Jiyu; Blaum, Caroline; Ferris, Rosie; Arcila-Mesa, Mauricio; Do, Hyungrok; Pulgarin, Claudia; Dolle, Johanna; Scherer, Jennifer; Kalyanaraman Marcello, Roopa; Zhong, Judy

Journal of the American Geriatrics Society. 2022 Jul; 70(7):1906-1917

See All Publications (11)