Zheng Zhang, PhD, DABR
Assistant Professor of Radiation Oncology
Radiation Oncology
1500 E Medical Center Dr.
Ann Arbor, MI 48109
[email protected]

Available to mentor

Zheng Zhang, PhD, DABR
Clinical Assistant Professor
  • About
  • Links
  • Qualifications
  • Center Memberships
  • Research Overview
  • Recent Publications
  • About

    Dr. Zhang is a board-certified clinical medical physicist, practicing in the Department of Radiation Oncology at University of Michigan. He joined the department in 2022. He received his PhD from the University of Colorado Boulder, followed by a medical physics research fellowship at Mayo Clinic Rochester and residency training at University of Pennsylvania.

    Dr. Zhang's research focuses augmenting learning health system infrastructure via natural language processing. Additionally, he is interested in workflow optimization, particularly through the implementation of advanced ClinOps analytics. He holds Epic certifications in Cogito, Caboodle Data Model, Clarity Data Model, and Access Data Model.

    Dr. Zhang has published extensively and served on national committees within the American Association for Physicists in Medicine (AAPM). He has a keen interest in enhancing the medical physics talent pipeline to foster growth and innovation.

    Links
    • RadOnc Bio
    • http://zhengzhangxrt.com/
    Qualifications
    • LHS Training and Research Scholar
      University of Michigan, MEL-STaR AHRQ P30 Funded Center, 2025
    • Medical Physics Resident
      University of Pennsylvania, United States, 2022
    • Research Fellow
      Mayo Clinic, Radiation Oncology, 2020
    • Ph.D. in Mechanical Engineering
      University of Colorado, Boulder, 2015
    • B.E. in Materials Science and Engineering
      Zhejiang University, Hangzhou, 2010
    Center Memberships
    • Center Member
      Precision Health Initiative
    Research Overview

    Data curation and transfer are foundational to clinical care. Radiation oncology has been on the frontier of utilizing a multitude of clinical data, including radiologic, pathologic, and genomic information, which are oftentimes embedded in unstructured clinical notes. I am interested in developing natural language processing (NLP) infrastructure, workflow, and modeling methods to extract critical information at scale.

    Recent Publications See All Publications
    • Journal Article
      Cardiovascular Substructure Dose and Cardiac Events following Proton- and Photon-Based Chemoradiotherapy for Non-Small Cell Lung Cancer.
      Natarajan J, Yegya-Raman N, Kegelman TP, Kallan MJ, Roshkovan L, Katz S, Ky B, Fradley M, Xiao Y, Lee SH, Zhang Z, Langer C, Aggarwal C, Cohen R, Cengel K, Levin W, Berman AT, Feigenberg SJ. Adv Radiat Oncol, 2023 8 (5): 101235 DOI:10.1016/j.adro.2023.101235
      PMID: 37408679
    • Journal Article
      Death without progression as an endpoint to describe cardiac radiation effects in locally advanced non-small cell lung cancer.
      Yegya-Raman N, Kegelman TP, Ho Lee S, Kallan MJ, Kim KN, Natarajan J, Deek MP, Zou W, O'Reilly SE, Zhang Z, Levin W, Cengel K, Kao G, Cohen RB, Sun LL, Langer CJ, Aggarwal C, Singh AP, O'Quinn R, Ky B, Apte A, Deasy J, Xiao Y, Berman AT, Jabbour SK, Feigenberg SJ. Clin Transl Radiat Oncol, 2023 Mar; 39: 100581 DOI:10.1016/j.ctro.2023.100581
      PMID: 36691564
    • Journal Article
      A Windows GUI application for real-time image guidance during motion-managed proton beam therapy
      Zhang Z, Beltran C, Corner SM, Deisher AJ, Herman MG, Kruse JJ, Wan Chan Tseung HS, Tryggestad EJ. 2020 Mar 16; 80 DOI:10.1117/12.2549748
    • Journal Article
      Nanoconfinement and Salt Synergistically Suppress Crystallization in Polyethylene Oxide
      Zhang Z, Ding J, Ocko BM, Lhermitte J, Strzalka J, Choi CH, Fisher FT, Yager KG, Black CT. Macromolecules, 2020 Feb 25; 53 (4): 1494 - 1501. DOI:10.1021/acs.macromol.9b01725
    • Journal Article
      Nanoscale viscosity of confined polyethylene oxide.
      Zhang Z, Ding J, Ocko BM, Fluerasu A, Wiegart L, Zhang Y, Kobrak M, Tian Y, Zhang H, Lhermitte J, Choi C-H, Fisher FT, Yager KG, Black CT. Phys Rev E, 2019 Dec; 100 (6-1): 062503 DOI:10.1103/PhysRevE.100.062503
      PMID: 31962430
    • Journal Article
      Formation of a Crack-Free, Hybrid Skin Layer with Tunable Surface Topography and Improved Gas Permeation Selectivity on Elastomers Using Gel-Liquid Infiltration Polymerization.
      Wang M, Gorham JM, Killgore JP, Omidvar M, Lin H, DelRio FW, Cox LM, Zhang Z, Ding Y. ACS Appl Mater Interfaces, 2017 Aug 23; 9 (33): 28100 - 28106. DOI:10.1021/acsami.7b09274
      PMID: 28758394
    • Journal Article
      Functional nanomaterials for renewable energy and sustainability
      Fan X, Xiao X, Zhang Z. Journal of Nanomaterials, 2017 Jan 1; 2017: DOI:10.1155/2017/5602151
    • Journal Article
      Healing X-ray scattering images.
      Liu J, Lhermitte J, Tian Y, Zhang Z, Yu D, Yager KG. IUCrJ, 2017 Jul 1; 4 (Pt 4): 455 - 465. DOI:10.1107/S2052252517006212
      PMID: 28875032