Biomedical Image Analysis

Special Applications in MRIs and CT scans

Gebonden Engels 2024 9789819999385
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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 forresearchers and professionals working for academic, business and government

institutes and medical colleges.

Specificaties

ISBN13:9789819999385
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer Nature Singapore

Lezersrecensies

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Inhoudsopgave

Chapter 1 Parkinson's disease MRIs analysis using fuzzy clustering approach.- Chapter 2 Parkinson's disease MRIs analysis using neutrosophic segmentation approach.- Chapter 3 Parkinson's disease MRIs analysis using neutrosophic clustering approach.- Chapter 4 Brain tumor segmentation using type-2 neutrosophic thresholding approach.-&nbsp;Chapter 5 COVID-19 scan image segmentation using quantum-clustering approach.-&nbsp;Chapter 6 Empirical Analyses.<br>

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        Biomedical Image Analysis