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Peng Zhang

Associate Professor of the Practice Director of Graduate Studies of Masters of Data Science

Email

Education

Computer Science PhD, Vanderbilt University

About

Dr. Zhang’s work sits at the intersection of AI, machine learning, and real-world applications. She is particularly drawn to problems where data science can make a meaningful difference, including in healthcare and clinical settings. Dr. Zhang is passionate about helping students think critically about AI and prepare for the evolving demands of the profession, whether that means designing curriculum that reflects industry realities or mentoring students through hands-on, applied work.

Research Focus

Computer Science and Data Science Education
Applications of Generative AI and Large Language Models
Federated Learning and Blockchain for Clinical Applications

Publication Highlight

Zhang P, White J, Schmidt DC, Lenz G, Rosenbloom ST. FHIRChain: applying blockchain to securely and scalably share clinical data. https://www.sciencedirect.com/science/article/pii/S2001037018300370

Zhang P, Schmidt DC, White J, Lenz G. Blockchain technology use cases in healthcare. InAdvances in computers 2018 Jan 1 (Vol. 111, pp. 1-41). Elsevier.
https://www.sciencedirect.com/science/article/pii/S0065245818300196

Zhang P, Kamel Boulos MN. Generative AI in medicine and healthcare: promises, opportunities and challenges. Future Internet. 2023 Aug 24;15(9):286.
https://www.mdpi.com/1999-5903/15/9/286