Coverart for item
The Resource Guide to medical image analysis : methods and algorithms, Klaus D. Toennies

Guide to medical image analysis : methods and algorithms, Klaus D. Toennies

Label
Guide to medical image analysis : methods and algorithms
Title
Guide to medical image analysis
Title remainder
methods and algorithms
Statement of responsibility
Klaus D. Toennies
Creator
Subject
Genre
Language
eng
Summary
Analysis of medical imaging poses special challenges distinct from traditional image analysis. Furthermore, the analysis must fit into the clinical workflow within which it has been requested. This important guide/reference presents a comprehensive overview of medical image analysis. Highly practical in its approach, the text is uniquely structured by potential applications, supported by exercises throughout. Each of the key concepts are introduced in a concise manner, allowing the reader to understand the interdependencies between them before exploring the deeper details and derivations. Topics and 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 This easy-to-follow, classroom-tested textbook is ideal for undergraduate and graduate courses on medical image analysis and related subjects - with possible course outlines suggested in the Preface. The work can also be used as a self-study guide for professionals in medical imaging technology, and for computer scientists and engineers wishing to specialise in medical applications
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Toennies, Klaus D
Dewey number
616.07/54
Illustrations
illustrations
Index
index present
LC call number
RC78.7.D53
LC item number
T64 2012
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
  • handbooks
NLM call number
  • 2012 D-486
  • WN 180
Series statement
Advances in computer vision and pattern recognition,
http://library.link/vocab/subjectName
  • Diagnostic imaging
  • Diagnostic imaging
  • Diagnostic Imaging
  • Image Enhancement
  • Informatique
  • Diagnostic imaging
  • Diagnostic imaging
Label
Guide to medical image analysis : methods and algorithms, Klaus D. Toennies
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
The Analysis of Medical Images -- Digital Image Acquisition -- Image Storage and Transfer -- Image Enhancement -- Feature Detection -- Segmentation: Principles and Basic Techniques -- Segmentation in Feature Space -- Segmentation as a Graph Problem -- Active Contours and Active Surfaces -- Registration and Normalization -- Detection and Segmentation by Shape and Appearance -- Classification and Clustering -- Validation -- Optimisation of Markov Random Fields -- Variational Calculus -- Principal Component Analysis -- References
Control code
776882148
Dimensions
unknown
Extent
1 online resource (xx, 468 pages)
File format
unknown
Form of item
online
Isbn
9781447127512
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4471-2751-2
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)776882148
Label
Guide to medical image analysis : methods and algorithms, Klaus D. Toennies
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
The Analysis of Medical Images -- Digital Image Acquisition -- Image Storage and Transfer -- Image Enhancement -- Feature Detection -- Segmentation: Principles and Basic Techniques -- Segmentation in Feature Space -- Segmentation as a Graph Problem -- Active Contours and Active Surfaces -- Registration and Normalization -- Detection and Segmentation by Shape and Appearance -- Classification and Clustering -- Validation -- Optimisation of Markov Random Fields -- Variational Calculus -- Principal Component Analysis -- References
Control code
776882148
Dimensions
unknown
Extent
1 online resource (xx, 468 pages)
File format
unknown
Form of item
online
Isbn
9781447127512
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4471-2751-2
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)776882148

Library Locations

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      38.946102 -92.330125
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