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Biomedical Image Analysis

Special Applications in MRIs and CT scans

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eBook. PDF

eBook

2024

166 S. XI, 166 p. 1 illus..

In englischer Sprache

Springer Nature Singapore. ISBN 9789819999392

Das Werk ist Teil der Reihe: Brain Informatics and Health

Produktbeschreibung

This book provides an in-depth study of biomedical image analysis. It

reviews and summarizes previous research work in biomedical image analysis and

also provides a brief introduction to other computation techniques, such as

fuzzy sets, neutrosophic sets, clustering algorithm and fast forward quantum

optimization algorithm, focusing on how these techniques can be integrated into

different phases of the biomedical image analysis. In particular, this book

describes novel methods resulting from the fuzzy sets, neutrosophic sets,

clustering algorithm and fast forward quantum optimization algorithm. It also

demonstrates how a new quantum-clustering based model can be successfully

applied in the context of clustering the COVID-19 CT scans. Thanks to its

easy-to-read style and the clear explanations of the models, the book can be

used as a concise yet comprehensive reference guide to biomedical image

analysis, and will be valuable not only for graduate students, but also for

researchers and professionals working for academic, business and government

institutes and medical colleges.

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