In this talk, I will use examples from my research using big data analytics to define ideals of precision medicine and digital health across a variety of diseases. Specifically, I will introduce the audience to my work in large-scale population-wide analysis with public and private data sources, and my work on using mobile technology and digital health to foster these two ideals and improve patient care.