When clinical judgment and AI predictions point in different directions, what happens next?
This event will address instances where artificial intelligence and human clinical judgment do not agree, and why these moments of “human–AI dissonance” may become one of the most consequential frontiers in modern medicine.
Through case-based perspectives from radiology, surgery, and nursing, the program explores how clinicians are responding to AI-driven recommendations in real clinical environments. Legal, regulatory, and ethical experts will also address emerging questions of documentation, liability, patient transparency, and shared decision-making. The conversation will look ahead to emerging tools such as digital twins and next-generation clinical infrastructures, exploring how disagreement, accountability, and trust may be intentionally designed into the future of AI-enabled care.
This event is part of the Frontiers in Data Science and AI initiative at the Data Science Institute, Columbia University.
REGISTER
Monday, February 9, 2026 (9:00 AM – 5:00 PM ET)
In-Person at Columbia University Irving Medical Center & Zoom Option
Speakers:
Beth Percha: Chief Data and Analytics Officer at NewYork-Presbyterian Hospital; and Adjunct Assistant Professor, Biomedical Informatics, Vagelos College of Physicians and Surgeons, Columbia University
Charles E. Binkley: Director of AI Ethics and Quality, Hackensack Meridian Health; Associate Professor of Surgery, Hackensack Meridian School of Medicine; and Lecturer in Bioethics, School of Professional Studies, Columbia University
Florence Doo: Assistant Professor, Diagnostic Radiology & Nuclear Medicine, University of Maryland School of Medicine; Director of Innovation, University of Maryland Medical Intelligent Imaging (UM2ii) Center; and Faculty, University of Maryland-Institute for Health Computing (UM-IHC)
Gabriel Brat: Assistant Professor of Surgery, Beth Israel Deaconess Medical Center; and Assistant Professor of Biomedical Informatics, Harvard Medical School
Sarah Collins Rossetti: Associate Professor of Biomedical Informatics and Nursing, Columbia University Irving Medical Center
Nicholson Price: Professor of Law, University of Michigan
Nancy Berlinger: Senior Research Scholar, The Hastings Center for Bioethics