Medical Applications of Laser Molecular Imaging and Machine Learning

English | 2021 | ISBN: 1510645349 , 978-1510645349 | 253 pages | True PDF | 22.73 MB
Kistenev, Broisov, and Vrazhnov examine various biophotonics applications associated with modern machine learning techniques and laser molecular imaging and spectroscopy. Existing books tend to focus either on a specific instrumental method or a limited number of mathematical tools for analyzing raw data, they say, but they describe the whole range of molecular imaging technologies along with current machine learning approaches to analyzing data of gaseous and liquid samples of biological origin and biological tissues. They cover fundamental concepts related to laser molecular imaging, laser-based molecular data-acquisition technologies, extracting informative features, constructing characterization and predictive models, and medical applications. Annotation ©2021 Ringgold, Inc., Portland, OR (protoview.com)