Arman KilicArman Kilic, MD, is Director, Surgical Quality and Analytics for University of Pittsburgh Division of Cardiac Surgery, and Co-Director, Center for Cardiovascular Outcomes and Innovation, University of Pittsburgh Medical Center. Dr. Kilic works on a ntional task force for artificial intelligence and machine learning in cardiac surgery and has extensive collaboration with internationally renowned machine learning experts at Carnegie Mellon University, the #1 ranked machine learning program according to U.S. News & World Report. He has a vast network of national and international colleagues who can collaborate on this project and contribute as authors of chapters. Dr. Kilic has 158 peer-reviewed publications, 14 book chapters, and 111 meeting presentations. Read More Read Less