Yale researchers develop high-powered neural network

The team then used SAUCIE to analyze the dengue patients' data, which were collected by a team in India that works with School of Medicine professor Ruth Montgomery. Her immunology research considers why different individuals have different outcomes when exposed to the same conditions -- such as dengue patients and healthy individuals who live in the same home. This goal of differentiating outcomes when considering a dataset of 11,228,838 cells inspired the development of SAUCIE, and the research yielded useful biological conclusions in addition to computational advancements.