Soft Computing Based Medical Image Analysis
暫譯: 基於軟計算的醫學影像分析

Nilanjan Dey, Amira S. Ashour, Fuquian Shi, Valentina E. Balas

  • 出版商: Academic Press
  • 出版日期: 2018-01-16
  • 售價: $5,470
  • 貴賓價: 9.5$5,197
  • 語言: 英文
  • 頁數: 292
  • 裝訂: Paperback
  • ISBN: 0128130873
  • ISBN-13: 9780128130872
  • 海外代購書籍(需單獨結帳)

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商品描述

Soft Computing Based Medical Image Analysis presents the foremost techniques of soft computing in medical image analysis and processing. It includes image enhancement, segmentation, classification-based soft computing, and their application in diagnostic imaging, as well as an extensive background for the development of intelligent systems based on soft computing used in medical image analysis and processing. The book introduces the theory and concepts of digital image analysis and processing based on soft computing with real-world medical imaging applications. Comparative studies for soft computing based medical imaging techniques and traditional approaches in medicine are addressed, providing flexible and sophisticated application-oriented solutions.

  • Covers numerous soft computing approaches, including fuzzy logic, neural networks, evolutionary computing, rough sets and Swarm intelligence
  • Presents transverse research in soft computing formation from various engineering and industrial sectors in the medical domain
  • Highlights challenges and the future scope for soft computing based medical analysis and processing techniques

商品描述(中文翻譯)

《基於軟計算的醫學影像分析》介紹了醫學影像分析和處理中最重要的軟計算技術。內容涵蓋影像增強、分割、基於分類的軟計算及其在診斷影像中的應用,並提供了基於軟計算的智能系統在醫學影像分析和處理中的發展背景。本書介紹了基於軟計算的數位影像分析和處理的理論與概念,並結合實際的醫學影像應用。書中還探討了基於軟計算的醫學影像技術與傳統醫學方法的比較研究,提供靈活且精密的應用導向解決方案。

- 涵蓋多種軟計算方法,包括模糊邏輯、神經網絡、演化計算、粗集和群體智慧
- 提出來自醫療領域各種工程和工業部門的軟計算形成的橫向研究
- 突出基於軟計算的醫學分析和處理技術的挑戰及未來發展方向