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Research Experience
Assistant Professor and Vice Chair of Research, Department of Health Information Management, University of Pittsburgh
Director of Generative AI, CPACE AI Center, School of Medicine, University of Pittsburgh
Director of Center of Clinical Natural Language Processing (CCNLP)
Assistant Professor in Intelligent Systems Program, Department of Biomedical Informatics, and Clinical and Translational Science Institute, University of Pittsburgh
Associate Member, UPMC Hillman Cancer Center
Assistant Professor of Biomedical Informatics, Department of Artificial Intelligence & Informatics, Mayo Clinic
Over 10 years of research experience in AI, NLP, and machine learning applications in healthcare
Background
Research Interests: Clinical Natural Language Processing; Artificial Intelligence (Machine/Deep Learning) Applications in Healthcare
Chair of the AMIA Natural Language Processing Working Group
NLP Lead of the NCATS Accrual to Clinical Trials (ACT) Network
Pioneer in applying generative AI and large language models (LLMs) in clinical NLP, especially in zero-shot and few-shot settings
Recent focus on evaluation and ethical implications of generative AI in healthcare
Original author of the GREAT PLEA ethical principles and QUEST evaluation framework for generative AI in healthcare