Duo Yu, PhD

Publications

• 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. 2024 SCOPUS ID: 2-s2.0-85181221744 01/01/2024

• 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 12/06/2023

• 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

• 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 03/02/2021

• 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

• 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

• 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

• 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

• 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