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Other titles in the Advances in Pattern Recognition series:

Advanced Algorithmic Approaches to Medical Image Segmentation (Advances in Pattern Recognition,)

by

Advanced Algorithmic Approaches to Medical Image Segmentation (Advances in Pattern Recognition,) Cover

 

Synopses & Reviews

Publisher Comments:

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.

Synopsis:

Medical imaging is an important topic and plays a key role in robust 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 model-based segmentation techniques, which are applied to cardiac, brain, breast and microscopic cancer cell imaging. It includes contributions from authors working in industry and academia, and presents new material.

Table of 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.

Product Details

ISBN:
9781852333898
Editor:
Suri, Jasjit
Editor:
Setarehdan, Kamaledin
Editor:
Singh, Sameer
Editor:
Suri, Jasjit
Editor:
Setarehdan, Kamaledin
Author:
Singh, Sameer
Author:
Suri, J.
Author:
S. Kamaledin Setarehdan
Author:
Kamaledin Setarehdan, S.
Editor:
Singh, Sameer
Publisher:
Springer
Location:
London
Subject:
General
Subject:
Diagnosis
Subject:
Pattern perception
Subject:
Algorithms
Subject:
Diagnostic Imaging
Subject:
Pattern recognition.
Subject:
Models, Theoretical.
Subject:
Image Interpretation, Computer-Assisted.
Subject:
Computer Vision
Subject:
Image processing
Subject:
image segmentation
Subject:
Medical imaging
Subject:
Image Processing and Computer Vision
Subject:
Computer graphics
Subject:
Health Informatics
Subject:
Pathology
Subject:
Cardiology
Subject:
Cardiology No other book deals exclusively with the subject of medical image segmentation<BR>It discusses state-of-the-art techniques, comprising contributions from authors from both industry and academia
Subject:
Health and Medicine-Medical Specialties
Subject:
Computer Graphics - General
Copyright:
Edition Description:
2002
Series:
Advances in Computer Vision and Pattern Recognition
Series Volume:
9878
Publication Date:
20020110
Binding:
HARDCOVER
Language:
English
Illustrations:
Yes
Pages:
665
Dimensions:
235 x 155 mm 1440 gr

Related Subjects

Arts and Entertainment » Art » General
Computers and Internet » Computers Reference » General
Health and Self-Help » Health and Medicine » Medical Specialties
Religion » Comparative Religion » General

Advanced Algorithmic Approaches to Medical Image Segmentation (Advances in Pattern Recognition,) New Hardcover
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Product details 665 pages Springer-Verlag - English 9781852333898 Reviews:
"Synopsis" by , Medical imaging is an important topic and plays a key role in robust 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 model-based segmentation techniques, which are applied to cardiac, brain, breast and microscopic cancer cell imaging. It includes contributions from authors working in industry and academia, and presents new material.
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