Coverart for item
The Resource Advanced Algorithmic Approaches to Medical Image Segmentation : State-of-the-Art Applications in Cardiology, Neurology, Mammography and Pathology, edited by Jasjit S. Suri, S. Kamaledin Setarehdan, Sameer Singh, (electronic resource)

Advanced Algorithmic Approaches to Medical Image Segmentation : State-of-the-Art Applications in Cardiology, Neurology, Mammography and Pathology, edited by Jasjit S. Suri, S. Kamaledin Setarehdan, Sameer Singh, (electronic resource)

Label
Advanced Algorithmic Approaches to Medical Image Segmentation : State-of-the-Art Applications in Cardiology, Neurology, Mammography and Pathology
Title
Advanced Algorithmic Approaches to Medical Image Segmentation
Title remainder
State-of-the-Art Applications in Cardiology, Neurology, Mammography and Pathology
Statement of responsibility
edited by Jasjit S. Suri, S. Kamaledin Setarehdan, Sameer Singh
Creator
Contributor
Subject
Genre
Language
eng
Summary
Medical imaging is an important topic which is generally recognised as key to better diagnosis and patient care. It has experienced an explosive growth over the last few years due to imaging modalities such as X-rays, computed tomography (CT), magnetic resonance (MR) imaging, and ultrasound. This book focuses primarily on state-of-the-art model-based segmentation techniques which are applied to cardiac, brain, breast and microscopic cancer cell imaging. It includes contributions from authors based in both industry and academia and presents a host of new material including algorithms for: - brain segmentation applied to MR; - neuro-application using MR; - parametric and geometric deformable models for brain segmentation; - left ventricle segmentation and analysis using least squares and constrained least squares models for cardiac X-rays; - left ventricle analysis in echocardioangiograms; - breast lesion detection in digital mammograms; detection of cells in cell images. As an overview of the latest techniques, this book will be of particular interest to students and researchers in medical engineering, image processing, computer graphics, mathematical modelling and data analysis. It will also be of interest to researchers in the fields of mammography, cardiology, pathology and neurology
Member of
Cataloging source
I9W
http://library.link/vocab/creatorName
Suri, Jasjit S
Dewey number
006.6
Index
no index present
LC call number
TA1637-1638
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Setarehdan, S. Kamaledin
  • Singh, Sameer
Series statement
Advances in Computer Vision and Pattern Recognition, 2191-6586
http://library.link/vocab/subjectName
  • Computer science
  • Medical records
  • Cardiology
  • Pathology
  • Computer graphics
  • Computer vision
  • Optical pattern recognition
  • Cardiology
  • Computer graphics
  • Computer science
  • Computer vision
  • Medical records
  • Optical pattern recognition
  • Pathology
Label
Advanced Algorithmic Approaches to Medical Image Segmentation : State-of-the-Art Applications in Cardiology, Neurology, Mammography and Pathology, edited by Jasjit S. Suri, S. Kamaledin Setarehdan, Sameer Singh, (electronic resource)
Link
http://dx.doi.org/10.1007/978-0-85729-333-6
Instantiates
Publication
Color
not applicable
Contents
Principles of Image Generation -- Segmentation in Echocardiographic Images -- Cardiac Boundary Segmentation -- Brain Segmentation Techniques -- Segmentation for Multiple Sclerosis Lesion -- Finite Mixture Models -- MR Spectroscopy -- Fast WM/GM Boundary Estimation -- Digital Mammography Segmentation -- Cell Image Segmentation for Diagnostic Pathology -- Future in Segmentation -- Bibliography -- Index
Dimensions
unknown
Extent
1 online resource (XXVII, 638 p.)
Form of item
online
Isbn
9781447110439
Isbn Type
(print)
Other control number
10.1007/978-0-85729-333-6
Specific material designation
remote
System control number
  • (OCoLC)840276502
  • (OCoLC)ocn840276502
Label
Advanced Algorithmic Approaches to Medical Image Segmentation : State-of-the-Art Applications in Cardiology, Neurology, Mammography and Pathology, edited by Jasjit S. Suri, S. Kamaledin Setarehdan, Sameer Singh, (electronic resource)
Link
http://dx.doi.org/10.1007/978-0-85729-333-6
Publication
Color
not applicable
Contents
Principles of Image Generation -- Segmentation in Echocardiographic Images -- Cardiac Boundary Segmentation -- Brain Segmentation Techniques -- Segmentation for Multiple Sclerosis Lesion -- Finite Mixture Models -- MR Spectroscopy -- Fast WM/GM Boundary Estimation -- Digital Mammography Segmentation -- Cell Image Segmentation for Diagnostic Pathology -- Future in Segmentation -- Bibliography -- Index
Dimensions
unknown
Extent
1 online resource (XXVII, 638 p.)
Form of item
online
Isbn
9781447110439
Isbn Type
(print)
Other control number
10.1007/978-0-85729-333-6
Specific material designation
remote
System control number
  • (OCoLC)840276502
  • (OCoLC)ocn840276502

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