Probabilistic Modeling in Bioinformatics and Medical Informatics has been written for researchers and students in statistics, informatics, and the biological sciences with Part 1 providing a self-contained introduction to Bayesian networks, neural computation and probabilistic inference, and Parts 2 & 3 demonstrating how these methods are applied in bioinformatics and medical informatics. All three fields are evolving rapidly and this book will be a welcome addition to the field.