Vincent Liu, MD MS is a Research Scientist III at the Kaiser Permanente Division of Research whose work focuses on EHR data, machine learning, and health system evaluation with a particular focus on acute care, including sepsis. He is also the Regional Medical Director of Augmented Clinical Intelligence for KP Northern California and directs the Informatics track of the KP DOR Delivery Science Fellowship. His group’s work is funded by NIGMS, NHLBI, AHRQ, and the Moore Foundation and he has served as an invited expert on committees for NIGMS, NQF, and NCQA.