Handbook of Medical Image Processing and Analysis - 2nd Edition - ISBN: 9780123739049, 9780080559148

Handbook of Medical Image Processing and Analysis

2nd Edition

Editors: Isaac Bankman
Hardcover ISBN: 9780123739049
eBook ISBN: 9780080559148
Imprint: Academic Press
Published Date: 19th December 2008
Page Count: 1000
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Description

ENHANCEMENT Introduction

  1. Fundamental Enhancement Techniques
  2. Adaptive Image Filtering
  3. Enhancement by Multiscale Nonlinear Operators
  4. Medical Image Enhancement with Hybrid Filters

SEGMENTATION Introduction

  1. Overview and Fundamentals of Medical Image Segmentation
  2. Image Segmentation by Fuzzy Clustering: Methods and Issues
  3. Segmentation with Neural Networks
  4. Deformable Models
  5. Shape Information in Deformable Models
  6. Gradient Vector Flow Deformable Models
  7. Fully Automated Hybrid Segmentation of the Brain
  8. Unsupervised Tissue Classification
  9. Partial Volume Segmentation with Voxel Histograms
  10. Higher Order Statistics for Tissue Segmentation

QUANTIFICATION Introduction

  1. Two-dimensional Shape and Texture Quantification
  2. Texture Analysis in Three Dimensions for Tissue Characterization
  3. Computational Neuroanatomy Using Shape Transformations
  4. Tumor Growth Modeling in Oncological Image Analysis
  5. Arterial Tree Morphometry
  6. Image-Based Computational Biomechanics of the Musculoskeletal System
  7. Three-Dimensional Bone Angle Quantification
  8. Database Selection and Feature Extraction for Neural Networks
  9. Quantitative Image Analysis for Estimation of Breast Cancer Risk
  10. Classification of Breast Lesions in Mammograms
  11. Quantitative Analysis of Cardiac Function
  12. Image Processing and Analysis in Tagged Cardiac MRI
  13. Analysis of Cell Nuclear Features in Fluorescence Microscopy Images
  14. Image Interpolation and Resampling

REGISTRATION Introduction

  1. Physical Basis of Spatial Distortions in Magnetic Resonance Images
  2. Physical and Biological Bases of Spatial Distortions in PET Images
  3. Biological Underpinnings of Anatomic Consistency and Variability in the Human Brain
  4. Spatial Transformation Models
  5. Validation of Registration Accuracy
  6. Landmark-based Registration Using Features Identified through Differential Geometry
  7. Image Registration Using Chamfer Matching
  8. Within-Modality Registration Using Intensity-Based Cost Functions
  9. Across-Modality Registration Using Intensity-Based Cost Functions
  10. Talairach Space as a Tool for Intersubject Standardization in the Brain
  11. Warping Strategies for Intersubject Registration
  12. Optimizing the Resampling of Registered Images
  13. Clinical Applications of Image Registration
  14. Registration for Image-Guided Surgery
  15. Image Registration and the Construction of Multidimensional Brain Atlases

VISUALIZATION Introduction

  1. Visualization Pathways in Biomedicine
  2. Three-Dimensional Visualization in Medicine and Biology
  3. Volume Visualization in Medicine
  4. Fast Isosurface Extraction Methods for Large Image Data Sets
  5. Computer Processing Methods for Virtual Endoscopy

COMPRESSION STORAGE AND COMMUNICATION Introduction

  1. Fundamentals and Standards of Compression and Communication
  2. Medical Image Archive and Retrieval
  3. Image Standardization in PACS
  4. Imaging and Communication in Medical and Public Health Informatics
  5. Dynamic Mammogram Retrieval from Web-Based Image Libraries
  6. Quality Evaluation for Compressed Medical Images: Fundamentals
  7. Quality Evaluation for Compressed Medical Images: Diagnostic Accuracy
  8. Quality Evaluation for Compressed Medical Images: Statistical Issues
  9. Three-Dimensional Image Compression with Wavelet Transforms

Key Features

  • Includes contributions from internationally renowned authors from leading institutions
  • NEW! 35 of 56 chapters have been revised and updated. Additionally, five new chapters have been added on important topics incluling Nonlinear 3D Boundary Detection, Adaptive Algorithms for Cancer Cytological Diagnosis, Dynamic Mammogram Retrieval from Web-Based Image Libraries, Imaging and Communication in Health Informatics and Tumor Growth Modeling in Oncological Image Analysis.
  • Provides a complete collection of algorithms in computer processing of medical images
  • Contains over 60 pages of stunning, four-color images

Readership

Biomedical engineers, doctors, biological reseachers, medical informatics professionals, radiologists, image processors

Table of Contents

ENHANCEMENT Introduction

  1. Fundamental Enhancement Techniques
  2. Adaptive Image Filtering
  3. Enhancement by Multiscale Nonlinear Operators
  4. Medical Image Enhancement with Hybrid Filters

SEGMENTATION Introduction

  1. Overview and Fundamentals of Medical Image Segmentation
  2. Image Segmentation by Fuzzy Clustering: Methods and Issues
  3. Segmentation with Neural Networks
  4. Deformable Models
  5. Shape Information in Deformable Models
  6. Gradient Vector Flow Deformable Models
  7. Fully Automated Hybrid Segmentation of the Brain
  8. Unsupervised Tissue Classification
  9. Partial Volume Segmentation with Voxel Histograms
  10. Higher Order Statistics for Tissue Segmentation

QUANTIFICATION Introduction

  1. Two-dimensional Shape and Texture Quantification
  2. Texture Analysis in Three Dimensions for Tissue Characterization
  3. Computational Neuroanatomy Using Shape Transformations
  4. Tumor Growth Modeling in Oncological Image Analysis
  5. Arterial Tree Morphometry
  6. Image-Based Computational Biomechanics of the Musculoskeletal System
  7. Three-Dimensional Bone Angle Quantification
  8. Database Selection and Feature Extraction for Neural Networks
  9. Quantitative Image Analysis for Estimation of Breast Cancer Risk
  10. Classification of Breast Lesions in Mammograms
  11. Quantitative Analysis of Cardiac Function
  12. Image Processing and Analysis in Tagged Cardiac MRI
  13. Analysis of Cell Nuclear Features in Fluorescence Microscopy Images
  14. Image Interpolation and Resampling

REGISTRATION Introduction

  1. Physical Basis of Spatial Distortions in Magnetic Resonance Images
  2. Physical and Biological Bases of Spatial Distortions in PET Images
  3. Biological Underpinnings of Anatomic Consistency and Variability in the Human Brain
  4. Spatial Transformation Models
  5. Validation of Registration Accuracy
  6. Landmark-based Registration Using Features Identified through Differential Geometry
  7. Image Registration Using Chamfer Matching
  8. Within-Modality Registration Using Intensity-Based Cost Functions
  9. Across-Modality Registration Using Intensity-Based Cost Functions
  10. Talairach Space as a Tool for Intersubject Standardization in the Brain
  11. Warping Strategies for Intersubject Registration
  12. Optimizing the Resampling of Registered Images
  13. Clinical Applications of Image Registration
  14. Registration for Image-Guided Surgery
  15. Image Registration and the Construction of Multidimensional Brain Atlases

VISUALIZATION Introduction

  1. Visualization Pathways in Biomedicine
  2. Three-Dimensional Visualization in Medicine and Biology
  3. Volume Visualization in Medicine
  4. Fast Isosurface Extraction Methods for Large Image Data Sets
  5. Computer Processing Methods for Virtual Endoscopy

COMPRESSION STORAGE AND COMMUNICATION Introduction

  1. Fundamentals and Standards of Compression and Communication
  2. Medical Image Archive and Retrieval
  3. Image Standardization in PACS
  4. Imaging and Communication in Medical and Public Health Informatics
  5. Dynamic Mammogram Retrieval from Web-Based Image Libraries
  6. Quality Evaluation for Compressed Medical Images: Fundamentals
  7. Quality Evaluation for Compressed Medical Images: Diagnostic Accuracy
  8. Quality Evaluation for Compressed Medical Images: Statistical Issues
  9. Three-Dimensional Image Compression with Wavelet Transforms

Details

No. of pages:
1000
Language:
English
Copyright:
© Academic Press 2009
Published:
Imprint:
Academic Press
eBook ISBN:
9780080559148
Hardcover ISBN:
9780123739049

About the Editor

Isaac Bankman

Isaac Bankman is affiliated with Johns Hopkins University

Affiliations and Expertise

Johns Hopkins University, Baltimore, MD, USA