Advancing Novel Approaches and Best Practices for Effective AI-Enabled Diagnosis using Randomized Trials, Algorithmovigilance, and Proactive Risk Assessment
Session Description
This proposal plans to evaluate hospital-acquired venous thromboembolism (HA-VTE)-specific AI-driven clinical decision support (AI-CDS) systems across rural and urban sites, and adult and pediatric patients. The project team also plans to study and refine novel approaches for real-world algorithmovigilance, going beyond to focus on real-time and sustained monitoring of AI tools that are deployed and actively used in the health care system.
Video Recording
Speaker
Peter J. Embí, MD, MS | Vanderbilt University Medical Center
Peter Embí, MD, MS, Dr. Embí serves as Professor and Chair of the Department of Biomedical Informatics (DBMI), Professor of Medicine, and Senior Vice President for Research and Innovation at Vanderbilt University Medical Center (VUMC).
As an internationally recognized researcher, educator, and leader in the field of biomedical informatics, Dr. Embí is a frequently invited presenter and lecturer and has authored more than 160 peer-reviewed research articles, abstracts, books, and book chapters. His areas of interest include clinical informatics, research informatics, public health informatics, and data-driven learning health systems.
He has held research grants from such agencies as the National Institutes of Health’s National Center for Advancing Translational Sciences, National Library of Medicine, National Institute for Drug Abuse and the Agency for Healthcare Research and Quality, as well as numerous nonprofit foundations and public health agencies.
Featured Discussant
Karandeep Singh, MD, MMSc | UC San Diego Health
Dr. Singh is the Chief Health AI Officer for UC San Diego Health and Joan and Irwin Jacobs Chancellor’s Endowed Chair in Digital Health Innovation at UC San Diego. In these roles, Dr. Singh oversees AI strategy and governance for the health system and leads AI initiatives within the Jacobs Center for Health Innovation.
He completed his internal medicine residency at UCLA Medical Center, where he served as chief resident, and a nephrology fellowship in the combined Brigham and Women’s Hospital and Massachusetts General Hospital program. He completed his medical education at the University of Michigan Medical School and holds a master’s degree in medical sciences in Biomedical Informatics from Harvard Medical School.
