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Guide to Medical Image Analysis by Klaus D. Toennies
Guide to Medical Image Analysis by Klaus D. Toennies
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Guide to Medical Image Analysis

Methods and Algorithms
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Description

This book presents a comprehensive overview of medical image analysis. Practical in approach, the text is uniquely structured by potential applications. Features: presents learning objectives, exercises and concluding remarks in each chapter, in addition to a glossary of abbreviations; describes a range of common imaging techniques, reconstruction techniques and image artefacts; discusses the archival and transfer of images, including the HL7 and DICOM standards; presents a selection of techniques for the enhancement of contrast and edges, for noise reduction and for edge-preserving smoothing; examines various feature detection and segmentation techniques, together with methods for computing a registration or normalisation transformation; explores object detection, as well as classification based on segment attributes such as shape and appearance; reviews the validation of an analysis method; includes appendices on Markov random field optimization, variational calculus and principal component analysis.

Author Biography:

Dr. Klaus D. Toennies is a Professor of Image Processing and Pattern Recognition at the Department of Simulation and Graphics of the Otto-von-Guericke University of Magdeburg, Germany.
Release date NZ
April 13th, 2014
Audience
  • Professional & Vocational
Illustrations
xx, 468 p.
Pages
468
Dimensions
155x235x25
ISBN-13
9781447160960
Product ID
22340931

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