The Second NSF Workshop on Biosurveillance Systems & Case Studies covers a wide range of backgrounds such as epidemiology, statistics, applied mathematics, information systems, computer science & machine learning/data mining. This book constitutes the proceedings of the Bio Surveillance 2007 workshop.