Todd P. Coleman of the UC San Diego Jacobs School of Engineering discusses multi-disciplinary efforts to develop noninvasive tools to monitor health status. He shares novel ways of interpreting the collected data for prediction, diagnosis, and prevention of disease, with a particular focus on chronic disease management and healthy aging, as well as the ethics of data collection, privacy, and assessment methods. (#31833)