A group of 2011 BME graduates have published an article in the journal of Early Human Development. This article started up as a class project in the Fall of their sophomore year, in BME 201P, that involved development of a Matlab tool to help nurses track painful procedures performed on babies in the NICU. At the end of that course, these students formed a research team to continue collaborating with Dr. Martin Schiavenato, who was then in the School of Nursing. This paper is the culmination of that two and a half year effort.