Much of the fundamental research in computer science has been driven by the needs of those attempting to utilize computing for various applications, such as health. Dr. Patel will describe a collection of research projects conducted with his clinical collaborators that leverage the sensors on mobile devices (e.g., microphones, cameras, accelerometers, etc) in new ways to enable the screening, self-management and longitudinal study of diseases. These projects follow the theme of finding unique signals and biomarkers in order to enable access and scale by leveraging existing hardware. His remarks will underscore the potential advances in health and clinical science through the convergence of sensing, machine learning, and human-computer interaction. The opinions expressed in this video do not necessarily reflect the views of the Heidelberg Laureate Forum Foundation or any other person or associated institution involved in the making and distribution of the video.