Book description
Neutrosophic Set in Medical Image Analysis gives an understanding of the concepts of NS, along with knowledge on how to gather, interpret, analyze and handle medical images using NS methods. It presents the latest cutting-edge research that gives insight into neutrosophic set’s novel techniques, strategies and challenges, showing how it can be used in biomedical diagnoses systems. The neutrosophic set (NS), which is a generalization of fuzzy set, offers the prospect of overcoming the restrictions of fuzzy-based approaches to medical image analysis.
- Introduces the mathematical model and concepts of neutrosophic theory and methods
- Highlights the different techniques of neutrosophic theory, focusing on applying the neutrosophic set in image analysis to support computer- aided diagnosis (CAD) systems, including approaches from soft computing and machine learning
- Shows how NS techniques can be applied to medical image denoising, segmentation and classification
- Provides challenges and future directions in neutrosophic set based medical image analysis
Table of contents
- Cover image
- Title page
- Table of Contents
- Copyright
- Contributors
- Preface
- Acknowledgement
-
Part I: Background on neutrosophic set in medical image analysis
-
1: Introduction to neutrosophy and neutrosophic environment
- Abstract
- 1 Introduction
- 2 Preliminaries
- 3 Neutrosophic set
- 4 Single-valued neutrosophic overset/underset/offset
- 5 An interval-valued neutrosophic linguistic set
- 6 Linguistic neutrosophic set
- 7 Bipolar neutrosophic sets
- 8 Complex neutrosophic set
- 9 Bipolar complex NSs
- 10 An interval complex NS
- 11 An interval-valued bipolar neutrosophic set
- 12 Neutrosophic rough sets and their extensions
- 13 Neutrosophic cubic sets (Jun et al., 2017)
- 14 Plithogenic set
- 15 Conclusions
- 2: Advanced neutrosophic sets in Microscopic Image Analysis
- 3: Advanced neutrosophic set-based ultrasound image analysis
-
1: Introduction to neutrosophy and neutrosophic environment
- Part II: Neutrosophic set in medical image denoising
-
Part III: Neutrosophic set in medical image clustering and segmentation
- 7: A survey on neutrosophic medical image segmentation
- 8: Neutrosophic set in medical image clustering
- 9: Optimization-based neutrosophic set for medical image processing
- 10: Neutrosophic hough transform for blood cells nuclei detection
- 11: Neutrosophic sets in dermoscopic medical image segmentation
- Part IV: Neutrosophic set in medical image classification
- Part V: Challenges and future directions in neutrosophic theory
- Index
Product information
- Title: Neutrosophic Set in Medical Image Analysis
- Author(s):
- Release date: August 2019
- Publisher(s): Academic Press
- ISBN: 9780128181492
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