Soft Computing Based Medical Image Analysis

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

  • 出版商: Academic Press
  • 出版日期: 2018-01-30
  • 售價: $4,686
  • 貴賓價: 9.5$4,452
  • 語言: 英文
  • 頁數: 292
  • 裝訂: Paperback
  • ISBN: 0128130873
  • ISBN-13: 9780128130872

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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