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Guide to Medical Image Analysis

Methods and Algorithms

Klaus D Toennies author

Format:Paperback

Publisher:Springer London Ltd

Published:13th Apr '14

Currently unavailable, and unfortunately no date known when it will be back

Guide to Medical Image Analysis cover

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.

ISBN: 9781447160960

Dimensions: unknown

Weight: 741g

468 pages

2012 ed.