Dr. Davidzon's research interests include health data mining, modeling and analysis to improve and personalize healthcare delivery. His current projects include a prototype to facilitate use of biostatistics at the point-of-care, a model to improve mortality prediction among a subset of patients in the intensive care unit and the use of mobile phones for healthcare.

Dr. Celi's goal is to re-design the workflow in the ICU that is characterized by information overload and is riddled with inefficiencies that are costly financially and resource-wise. He has joined the MIT-based Bioengineering Research Partnership and has ties with the Australia New Zealand Intensive Care Society (ANZICS) Database Management Committee.