Medical School
University of Pennsylvania Perelman School of Medicine (2016)
Washington University in St. Louis School of Medicine (2019), Pathology
Washington University in St. Louis School of Medicine (2020), Transfusion Medicine

Research Interest

  • Quantitative modeling of patient data


Featured Publications LegendFeatured Publications

Automating the Detection of IV Fluid Contamination Using Unsupervised Machine Learning.
Spies NC, Hubler Z, Azimi V, Zhang R, Jackups R, Gronowski AM, Farnsworth CW, Zaydman MA, Clin Chem 2023 Dec
The effects of preconception and early gestation SARS-CoV-2 infection on pregnancy outcomes and placental pathology.
Hernandez PV, Chen L, Zhang R, Jackups R, Nelson DM, He M, Ann Diagn Pathol 2023 Feb 62 152076
Stain-free detection of embryo polarization using deep learning.
Shen C, Lamba A, Zhu M, Zhang R, Zernicka-Goetz M, Yang C, Sci Rep 2022 02 12 1 2404
Translation suppression underlies the restrained COVID-19 mRNA vaccine response in the high-risk immunocompromised group.
Kim K, Narasimhan M, Mahimainathan L, Zhang R, Araj E, Kim E, Tharpe W, Greenberg BM, Greenberg DE, Li QZ, Cheng CA, Sarode R, Malladi S, Muthukumar A, Front Immunol 2022 13 1020165
Clinical Decision Support Rapidly Improves Test Utilization During a Nationwide Phlebotomy Tube Shortage.
Jackups R, Scott MG, Zhang R, Clin Chem 2021 Aug
Comparison of Six SARS-CoV-2 Molecular Methods and Correlation with the Cycle Threshold Distribution in Clinical Specimens.
Raju S, Anderson NW, Robinson E, Squires C, Wallace MA, Zhang R, Burnham CD, Parikh BA, J Appl Lab Med 2021 Jul
A multi-modal diagnostic model improves detection of cardiac amyloidosis among patients with diagnostic confirmation by cardiac biopsy.
Zhang KW, Zhang R, Deych E, Stockerl-Goldstein KE, Gorcsan J, Lenihan DJ, Am Heart J 2020 Nov 232 137-145
Optimizing management of replacement fluids for therapeutic plasma exchange: Use of an automated mathematical model to predict post-procedure fibrinogen and antithrombin levels in high-risk patients.
Zhang R, Dahl AB, Marchant B, Jackups RR, Karnes HE, Shah P, Dynis M, Thibodeaux SR, Despotis GJ, J Clin Apher 2019 Nov
Association between the HLA-DRB1*03:01-DQB1*02:01 haplotype and PF4/heparin antibodies.
Zhang R, Duffy BF, Lange V, Eby CS, Liu C, Blood Adv 2019 Oct 3 20 3136-3142
Large-Scale Assessment of Scan-Time Variability and Multiple-Procedure Efficiency for Cross-Sectional Neuroradiological Exams in Clinical Practice.
Zhang R, Narra VR, Kansagra AP, J Digit Imaging 2019 Jul


Featured Books Legend Featured Books

Chapter 21, Hematologic Disorders and Transfusion Therapy.. In Washington Manual of Medical Therapeutics, 37th ed.

Patel B, Zhou A, Saif Ur Rehman S, Zhang R. (2021). Philadelphia, Wolters Kluwer

Professional Associations/Affiliations

  • AABB (formerly: American Association of Blood Banks) (2019)
  • Academy of Clinical Laboratory Physicians and Scientists (2016)
  • American Medical Association (2016)
  • Association for Pathology Informatics (2016)
  • College of American Pathologists (2019)