We are on the cusp of major changes in health monitoring and care. Google and other companies with lots of experience in collecting and learning from data appear ready to step into this domain. A myriad of technologies, from implantable medical devices (such as defibrillators and pacemakers) to fit trackers, smart watches, and smartphones already capture our health data and lifestyle choices.