Physicians make very big decisions in people's lives. Whether or not to put in a heart valve, whether to do a stent or surgery, what chemotherapy to dose. We often make these big decisions with very little data for decision support. This has to change. As we discuss in this episode, the future of medicine will involve advanced machine learning to improve clinical decision making, and better ways to match patients to personalized therapies.Dr. Amy Abernethy is an oncologist, specialist in palliative care medicine, researcher, previous Professor of Medicine at Duke University School of Medicine, previous Scientific and Medical Chief Officer of Flatiron Health, and previous Principal Deputy Commissioner of the FDA.Theory and Practice is a presentation of GV and Google AI.Hosted by Anthony Philippakis (Venture Partner at GV) and Alex Wiltschko (Staff Research Scientist with Google AI), Theory and Practice opens the doors to the cutting edge of biology and computer science through conversations with leaders in the field.