Vincent Liu, MD, MS, is a research scientist at the Kaiser Permanente Northern California Division of Research. His work focuses on the intersection of sepsis, acute severe illness, informatics, and health care delivery with a goal of building a learning hospital system. Dr. Liu is board certified in Internal Medicine, Pulmonary Disease, Critical Care Medicine, and Clinical Informatics. He received his undergraduate degree from the University of Pennsylvania and his medical degree from New York University. He completed his residency training at New York University Hospitals (Bellevue) and a chief residency at Memorial Sloan-Kettering Cancer Center. He also completed a pulmonary and critical care medicine fellowship and has masters degrees in Health Services Research and Biomedical Informatics, both from Stanford University. In addition to his clinical practice and research, Dr. Liu is also the Regional Director of Hospital Advanced Analytics at Kaiser Permanente Northern California, a role in which he leads the development, implementation, deployment, and evaluation of real-time EHR-based risk prediction models across Kaiser Permanente’s 21 hospitals.