Bioelectrical Signal Processing in Cardiac and Neurological Applications (Biomedical Engineering)

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Biomedical Engineers, Electrical Engineers, Signal Processing Engineers, Electrocardiologists and other medical professionals involved in biomedical engineering research and biomedical instrument/device development.

Bioelectrical Signal Processing in Cardiac and Neurological Applications (Biomedical Engineering) Review

I am using this book as a primary textbook in a Biomedical Engineering undergraduate course on Biomedical signal analysis. The students in this class come with a fairly good background in linear systems, stochastic processes and physiology, and the purpose of the course is to integrate this knowledge, and actually apply it to real-world statistical biomedical signals. Previous iterations of the course relied on a general statistical signals book (Bendat & Piersol), together with physiological examples provided by the instructor, since physiological signals books were too shallow. The current book, however, elegantly integrates the statistical signal analysis topics with the relevant biomedical applications, and it became an obvious choice. Moreover, unlike general engineering textbooks, this book doesn't shy away from methods for treating nonstationary signals (segmentation, time-frequency analysis, wavelets, detection...), as these are so fundamental in characterizing biomedical signals. Such topics are typically treated in a multitude of specialized books, and are therefore difficult to integrate coherently into a short course.

To improve: since the book's focus is on EEG and ECG, it could be great if the authors added a chapter on source localization/inverse problems, which arise in both systems. Although this is a huge topic in its own, one could do some basic justice to this important topic in a limited space as well, and thereby introduce students to ill-posed problems and their regularization. I was also slightly dissapointed that there is very little on error bounds in compound estimates (correlation and spectral density functions).

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