Prerequisites: (BIOL 207 or BIOL 342 or BIOL 345) and BME 304 and BME 320 Introduction to computational methods and machine learning techniques to analyze cardiovascular and cerebrovascular systems and signals and detect/predict a physiological event of interest. Parametric and non-parametric classification. Hidden Markov models. Clustering. Entropy.
Letter grade only (A-F). (Lecture 2 hours, Laboratory 3 hours)