This is Volume 2 in the Synthesis Lectures on Biomedical Engineering combined series, which includes four Synthesis lectures in one volume. This volume includes the following short books: Fundamentals of Respiratory System and Sounds Analysis / Basic Probability Theory for Biomedical Engineers / Intermediate Probability Theory for Biomedical Engineers / Advanced Probability Theory for Biomedical Engineers.