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Lim, Joo-Hwee

Biomedical Image Understanding: Methods and Applications

Lim, Joo-Hwee - Biomedical Image Understanding: Methods and Applications, ebook

153,25€

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ISBN: 9781118957578
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A comprehensive guide to understanding and interpretingdigital images in medical and functional applications

Biomedical Image Understanding focuses on imageunderstanding and semantic interpretation, with clear introductionsto related concepts, in-depth theoretical analysis, and detaileddescriptions of important biomedical applications. It covers imageprocessing, image filtering, enhancement, de-noising, restoration,and reconstruction; image segmentation and feature extraction;registration; clustering, pattern classification, and datafusion.

With contributions from experts in China, France, Italy, Japan,Singapore, the United Kingdom, and the United States, BiomedicalImage Understanding: 

  • Addresses motion tracking and knowledge-based systems, twoareas which are not covered extensively elsewhere in a biomedicalcontext
  • Describes important clinical applications, such as virtualcolonoscopy, ocular disease diagnosis, and liver tumordetection
  • Contains twelve self-contained chapters, each with anintroduction to basic concepts, principles, and methods, and a casestudy or application

With over 150 diagrams and illustrations, this bookis anessential resource for the reader interested in rapidly advancingresearch and applications in biomedical image understanding.

Keywords: Imaging Systems & Technology,

Biomedical imaging, segmentation, cardiac MRI, retinal vascular measurements, VAMPIRE, tissue morphologies, pattern recognition, image registration, 2D/3D registration, endovascular abdominal aortic aneurysm repair, object tracking, motion tracking, classification, blood smear analysis, malaria infection detection, tumor segmentation, SVM framework, pathology characterization, lymph node metastasis, active shape model, contour detection

Author(s)
 
 
Publisher
John Wiley and Sons, Inc.
Publication year
2015
Language
en
Edition
1
Series
Wiley Series in Biomedical Engineering and Multi-Disciplinary Integrated Systems.
Page amount
496 pages
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (ePUB)
9781118957578
Printed ISBN
9781118715154

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