Medical College of Wisconsin
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Duo Yu PhD

Duo Yu PhD profile photo picture

Assistant Professor

Institution: Medical College of Wisconsin
Department: Data Science Institute

Publications (19)

  • The longitudinal effect of repetition and practice on the accuracy of lay anal examinations for detecting perianal and anal canal abnormalities: a prospective study. (Nyitray AG, McAuliffe TL, Nitkowski J, Liebert C, Swartz MD, Deshmukh AA, Kerman J, Almirol E, Schneider JA, Wilkerson JM, Hwang LY, Smith D, Yu D, Hazra A, Chiao EY) Lancet Reg Health Am 2026 Jan;53:101317 PMID: 41450438 PMCID: PMC12732307 12/26/2025    
  • PrevCardioOncAI: Machine Learning Algorithms for Predicting Cardiovascular Disease in Cancer Survivors. (Brown SA, Fang MZ, Sparapani R, Zhou Y, Osinski K, Taylor B, Yu D, Blessing J, Shah R, Collier P, BagheriMohamadiPour M, Zhang J, Kothari A, Echefu G, Rickards J, Otto C, Sanchez Z, Olson J, Arruda-Olson A, Cheng YC, Cheng F, Cardio‐Oncology Artificial Intelligence Informatics and Precision Equity, and Patient Similarity Algorithms in the Prevention of Cardiovascular Toxicity Research Team Investigators) J Am Heart Assoc 2025 Dec 16;14(24):e030363 PMID: 41378455 PMCID: PMC12826905 SCOPUS ID: 2-s2.0-105025249869 12/11/2025    
  • A patient similarity-embedded Bayesian approach to prognostic biomarker inference with application to thoracic cancer immunity. (Yu D, Huang M, Kane MJ, Hobbs BP) J R Stat Soc Ser C Appl Stat 2025 Jun;74(3):800-823 PMID: 40980019 PMCID: PMC12449836 SCOPUS ID: 2-s2.0-105008705710 09/22/2025    
  • Bayesian Counterfactual Machine Learning Individualizes Radiation Modality Selection to Mitigate Immunosuppression. (Yu D, Kane MJ, Chen Y, Lin SH, Mohan R, Hobbs BP) JCO Clin Cancer Inform 2025 Aug;9:e2500058 PMID: 40920994 PMCID: PMC12419026 SCOPUS ID: 2-s2.0-105015371000 09/08/2025    
  • Editorial: Telemedicine in cardiology. (Feng H, Mekhael M, Yu D, Lim C, Miao H, Marrouche N) Front Cardiovasc Med 2025;12:1665285 PMID: 40832140 PMCID: PMC12358368 SCOPUS ID: 2-s2.0-105013487723 08/20/2025    
  • A patient similarity-embedded Bayesian approach to prognostic biomarker inference with application to thoracic cancer immunity (Yu D, Huang M, Kane MJ, Hobbs BP) Journal of the Royal Statistical Society Series C Applied Statistics 1 June 2025;74(3):800-823 SCOPUS ID: 2-s2.0-105008705710 06/01/2025    
  • A patient similarity-embedded Bayesian approach to prognostic biomarker inference with application to thoracic cancer immunity (Duo Yu, Melin Huang, Michael J. Kane, Brian P. Hobbs) Journal of the Royal Statistical Society Series C: Applied Statistics 01/23/2025    
  • TRIO RVEMVS: A Bayesian framework for rare variant association analysis with expectation-maximization variable selection using family trio data. (Yu D, Koslovsky M, Steiner MC, Mohammadi K, Zhang C, Swartz MD) PLoS One 2024;19(12):e0314502 PMID: 39630689 PMCID: PMC11616829 SCOPUS ID: 2-s2.0-85211036510 12/04/2024    
  • Use of Real-World EMR Data to Rapidly Evaluate Treatment Effects of Existing Drugs for Emerging Infectious Diseases: Remdesivir for COVID-19 Treatment as an Example (Zhang C, Nigo M, Patel S, Yu D, Septimus E, Wu H) Statistics in Biosciences December 2024;16(3):604-633 SCOPUS ID: 2-s2.0-85181221744 12/01/2024       1 Citation
  • Machine learning identifies prognostic subtypes of the tumor microenvironment of NSCLC. (Yu D, Kane MJ, Koay EJ, Wistuba II, Hobbs BP) Sci Rep 2024 Jul 01;14(1):15004 PMID: 38951567 PMCID: PMC11217297 SCOPUS ID: 2-s2.0-85197302000 07/02/2024       3 Citations
  • Neural Generalized Ordinary Differential Equations with Layer-Varying Parameters (Yu D, Miao H, Wu H) Journal of Data Science January 2024;22(1):10-24 SCOPUS ID: 2-s2.0-85192380265 01/01/2024       1 Citation
  • Machine learning to predict mortality for aneurysmal subarachnoid hemorrhage (aSAH) using a large nationwide EHR database. (Zhu G, Yuan A, Yu D, Zha A, Wu H) PLOS Digit Health 2023 Dec;2(12):e0000400 PMID: 38055677 PMCID: PMC10699620 SCOPUS ID: 2-s2.0-85198369565 12/06/2023       6 Citations
  • Variable importance evaluation with personalized odds ratio for machine learning model interpretability with applications to electronic health records-based mortality prediction. (Yu D, Wu H) Stat Med 2023 Jan 05 PMID: 36601725 SCOPUS ID: 2-s2.0-85146062339 01/06/2023       12 Citations
  • Assessing effects of reopening policies on COVID-19 pandemic in Texas with a data-driven transmission model. (Yu D, Zhu G, Wang X, Zhang C, Soltanalizadeh B, Wang X, Tang S, Wu H) Infect Dis Model 2021;6:461-473 PMID: 33644499 PMCID: PMC7901308 SCOPUS ID: 2-s2.0-85101723844 03/02/2021       6 Citations
  • Machine learning prediction of the adverse outcome for nontraumatic subarachnoid hemorrhage patients. (Yu D, Williams GW, Aguilar D, Yamal JM, Maroufy V, Wang X, Zhang C, Huang Y, Gu Y, Talebi Y, Wu H) Ann Clin Transl Neurol 2020 Nov;7(11):2178-2185 PMID: 32990362 PMCID: PMC7664270 SCOPUS ID: 2-s2.0-85091683084 09/30/2020       23 Citations
  • Vasopressor treatment and mortality following nontraumatic subarachnoid hemorrhage: a nationwide electronic health record analysis. (Williams G, Maroufy V, Rasmy L, Brown D, Yu D, Zhu H, Talebi Y, Wang X, Thomas E, Zhu G, Yaseen A, Miao H, Leon Novelo L, Zhi D, DeSantis SM, Zhu H, Yamal JM, Aguilar D, Wu H) Neurosurg Focus 2020 May 01;48(5):E4 PMID: 32357322 SCOPUS ID: 2-s2.0-85084930458 05/02/2020       10 Citations
  • Patterns of influenza vaccination coverage in the United States from 2009 to 2015. (Chiu APY, Dushoff J, Yu D, He D) Int J Infect Dis 2017 Dec;65:122-127 PMID: 29042178 SCOPUS ID: 2-s2.0-85034570798 10/19/2017       27 Citations
  • Effects of reactive social distancing on the 1918 influenza pandemic. (Yu D, Lin Q, Chiu AP, He D) PLoS One 2017;12(7):e0180545 PMID: 28704460 PMCID: PMC5507503 SCOPUS ID: 2-s2.0-85023158041 07/14/2017       32 Citations
  • Spatio-temporal patterns of proportions of influenza B cases. (He D, Chiu AP, Lin Q, Yu D) Sci Rep 2017 Jan 09;7:40085 PMID: 28067277 PMCID: PMC5220367 SCOPUS ID: 2-s2.0-85008870815 01/10/2017       4 Citations
    • Last update: 01/26/2026