Neutrosophic Set in Medical Image Analysis
暫譯: 中性集合在醫學影像分析中的應用

Guo, Yanhui, Ashour, Amira S.

Neutrosophic Set in Medical Image Analysis
  • 出版商: Academic Press
  • 出版日期: 2019-08-13
  • 售價: $7,370
  • 貴賓價: 9.5 折 $7,002
  • 語言: 英文
  • 頁數: 370
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0128181486
  • ISBN-13: 9780128181485

    • 海外代購書籍(需單獨結帳)

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商品描述

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

商品描述(中文翻譯)

《中性集在醫學影像分析中的應用》提供了對中性集（Neutrosophic Set, NS）概念的理解，以及如何使用中性集方法收集、解釋、分析和處理醫學影像的知識。它展示了最新的前沿研究，深入探討中性集的新技術、策略和挑戰，顯示其在生物醫學診斷系統中的應用潛力。中性集（NS）作為模糊集的推廣，提供了克服基於模糊方法在醫學影像分析中限制的前景。

- 介紹中性理論和方法的數學模型及概念
- 突出中性理論的不同技術，重點在於將中性集應用於影像分析，以支持電腦輔助診斷（Computer-Aided Diagnosis, CAD）系統，包括來自軟計算和機器學習的方法
- 展示如何將中性集技術應用於醫學影像去噪、分割和分類
- 提供基於中性集的醫學影像分析中的挑戰和未來方向

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