Temporal modeling holds great promise for healthcare, where treatment decisions must be made over time, and where continually re-evaluating ongoing treatment is critical to optimizing clinical care for individual patients. Tremendous advances have been made in data mining and temporal modeling of healthcare data, but practical challenges exist in moving these advances from the laboratory/theore...