Biomedical Measurement Systems and Data Science

ISBN-13: 9781107179066 / Angielski / Twarda / 2021 / 400 str.

Michael Insana

Opis

Discover the fundamental principles of biomedical measurement design and performance evaluation with this hands-on guide.

Recenzje

'a good introductory text on the technical aspects of analyzing measured data sets for graduate students or advanced undergraduates in a premedical or related curriculum … In an increasingly crowded publication space, this book offers something new and valuable, making implementation of data analysis approaches accessible for biomedical scientists and the engineers who work with them … Highly recommended.' M. R. King, Choice Connect

Spis treści

1. Introduction to measurement systems; 2. Probability; 3. Statistics of random processes; 4. Spatiotemporal models of the measurement process; 5. Basis decomposition I; 6. Basis decomposition II; 7. Projection radiography; 8. Statistical decision-making; 9. Statistical pattern recognition with flow cytometry examples; 10. ODE models I, biological systems; 11. ODE models II, sensors.