1500 E Medical Center Dr.
Ann Arbor, MI 48109
Available to mentor
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.
RadOnc Bio http://zhengzhangxrt.com/
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LHS Training and Research ScholarUniversity of Michigan, MEL-STaR AHRQ P30 Funded Center, 2025
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Medical Physics ResidentUniversity of Pennsylvania, United States, 2022
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Research FellowMayo Clinic, Radiation Oncology, 2020
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Ph.D. in Mechanical EngineeringUniversity of Colorado, Boulder, 2015
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B.E. in Materials Science and EngineeringZhejiang University, Hangzhou, 2010
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Center MemberPrecision Health Initiative
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.
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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): 101235Journal ArticleCardiovascular Substructure Dose and Cardiac Events following Proton- and Photon-Based Chemoradiotherapy for Non-Small Cell Lung Cancer.
DOI:10.1016/j.adro.2023.101235 PMID: 37408679 -
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: 100581Journal ArticleDeath without progression as an endpoint to describe cardiac radiation effects in locally advanced non-small cell lung cancer.
DOI:10.1016/j.ctro.2023.100581 PMID: 36691564 -
Zhang Z, Beltran C, Corner SM, Deisher AJ, Herman MG, Kruse JJ, Wan Chan Tseung HS, Tryggestad EJ. 2020 Mar 16; 80Journal ArticleA Windows GUI application for real-time image guidance during motion-managed proton beam therapy
DOI:10.1117/12.2549748 -
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.Journal ArticleNanoconfinement and Salt Synergistically Suppress Crystallization in Polyethylene Oxide
DOI:10.1021/acs.macromol.9b01725 -
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): 062503Journal ArticleNanoscale viscosity of confined polyethylene oxide.
DOI:10.1103/PhysRevE.100.062503 PMID: 31962430 -
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.Journal ArticleFormation of a Crack-Free, Hybrid Skin Layer with Tunable Surface Topography and Improved Gas Permeation Selectivity on Elastomers Using Gel-Liquid Infiltration Polymerization.
DOI:10.1021/acsami.7b09274 PMID: 28758394 -
Fan X, Xiao X, Zhang Z. Journal of Nanomaterials, 2017 Jan 1; 2017:Journal ArticleFunctional nanomaterials for renewable energy and sustainability
DOI:10.1155/2017/5602151 -
Liu J, Lhermitte J, Tian Y, Zhang Z, Yu D, Yager KG. IUCrJ, 2017 Jul 1; 4 (Pt 4): 455 - 465.Journal ArticleHealing X-ray scattering images.
DOI:10.1107/S2052252517006212 PMID: 28875032