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Modern Computational Intelligence Methods for the Interpretation of Medical Images (Studies in Computational Intelligence)
 
 
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Modern Computational Intelligence Methods for the Interpretation of Medical Images (Studies in Computational Intelligence) [Hardcover]

Ryszard Tadeusiewicz (Author)


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Book Description

3540753990 978-3540753995 February 13, 2008 1
This work by two accomplished Polish researchers provides medical technicians and researchers alike with detailed descriptions of up-to-date methods used for computer processing and interpretation of medical images. The broad scope of the book takes in images acquisition, storing with compression, processing, analysis, recognition and also its automatic understanding. The introduction provides a general overview of the computer vision methods designed for medical images.

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From the Back Cover

A detailed description of up-to-date methods used for computer processing and interpretation of medical images is given. The scope of the book include images acquisition, storing with compression, processing, analysis, recognition and also its automatic understanding In introduction general overview of the computer vision methods designed for medical images is presented. Next sources of medical images are presented with their general characteristics. Both traditional (like X-ray) and very modern (like PET) sources of medical images are presented. The main emphasis is placed on such properties of medical images given by particular medical imaging methods which are important form the point of view of its computer processing, analysis and recognition. The consecutive parts of the book describes compression and processing methods, including many methods developed by authors especially for medical images. After parts describing analysis and recognition of medical images come most important part, in which the new method of automatic understanding of medical images is given. This new method of image interpretation, described in previous works of the same authors with applications for simple 2D images now is generalized for 3D images and for complex medical images with many objects observed and with complicated relations between these objects.

Product Details

  • Hardcover: 218 pages
  • Publisher: Springer; 1 edition (February 13, 2008)
  • Language: English
  • ISBN-10: 3540753990
  • ISBN-13: 978-3540753995
  • Product Dimensions: 9.4 x 6.3 x 0.6 inches
  • Shipping Weight: 14.4 ounces
  • Amazon Best Sellers Rank: #4,314,681 in Books (See Top 100 in Books)

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Inside This Book (learn more)
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
medical image recognition, image recognition methods, scan subjected, mathematical morphology algorithms, automatic image understanding, straightening transform, other probabilistic methods, medical image compression, automatic understanding, cognitive resonance, vessel visualizations, entropy encoder, minimum distance methods, medical images, belonging function, rank filter, peak labels, examined organ, overall enhancement, width measuring, medical visualization, lossless compression methods, medical image processing, linguistic formalisms
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Computational Intelligence, Springer-Verlag Berlin Heidelberg, Skeleton Point
Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Index | Surprise Me!
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