Handbook of Medical Image Processing and Analysis

Informationen zum Autor Isaac Bankman is affiliated with Johns Hopkins University Klappentext Now in its second edition, this handbook remains the most complete single volume reference for biomedical engineers, researchers, professionals, and those working in medical imaging and medical image processing. Inhaltsverzeichnis ENHANCEMENT 1. Fundamental Enhancement Techniques 2. Adaptive Image Filtering 3. Enhancement by Multiscale Nonlinear Operators 4. Medical Image Enhancement with Hybrid Filters SEGMENTATION 5. Overview and Fundamentals of Medical Image Segmentation 6. Image Segmentation by Fuzzy Clustering: Methods and Issues 7. Segmentation with Neural Networks 8. Deformable Models 9. Shape Information in Deformable Models 10. Gradient Vector Flow Deformable Models 11. Fully Automated Hybrid Segmentation of the Brain 12. Unsupervised Tissue Classification 13. Partial Volume Segmentation with Voxel Histograms 14. Higher Order Statistics for Tissue Segmentation QUANTIFICATION 15. Two-dimensional Shape and Texture Quantification 16. Texture Analysis in Three Dimensions for Tissue Characterization 17. Computational Neuroanatomy Using Shape Transformations 18. Tumor Growth Modeling in Oncological Image Analysis 19. Arterial Tree Morphometry 20. Image-Based Computational Biomechanics of the Musculoskeletal System 21. Three-Dimensional Bone Angle Quantification 22. Database Selection and Feature Extraction for Neural Networks 23. Quantitative Image Analysis for Estimation of Breast Cancer Risk 24. Classification of Breast Lesions in Mammograms 25. Quantitative Analysis of Cardiac Function 26. Image Processing and Analysis in Tagged Cardiac MRI 27. Analysis of Cell Nuclear Features in Fluorescence Microscopy Images 28. Image Interpolation and Resampling REGISTRATION 29. Physical Basis of Spatial Distortions in Magnetic Resonance Images 30. Physical and Biological Bases of Spatial Distortions in PET Images 31. Biological Underpinnings of Anatomic Consistency and Variability in the Human Brain 32. Spatial Transformation Models 33. Validation of Registration Accuracy 34. Landmark-based Registration Using Features Identified through Differential Geometry 35. Image Registration Using Chamfer Matching 36. Within-Modality Registration Using Intensity-Based Cost Functions 37. Across-Modality Registration Using Intensity-Based Cost Functions 38. Talairach Space as a Tool for Intersubject Standardization in the Brain 39. Warping Strategies for Intersubject Registration 40. Optimizing the Resampling of Registered Images 41. Clinical Applications of Image Registration 42. Registration for Image-Guided Surgery 43. Image Registration and the Construction of Multidimensional Brain Atlases VISUALIZATION 44. Visualization Pathways in Biomedicine 45. Three-Dimensional Visualization in Medicine and Biology 46. Volume Visualization in Medicine 47. Fast Isosurface Extraction Methods for Large Image Data Sets 48. Computer Processing Methods for Virtual Endoscopy COMPRESSION STORAGE AND COMMUNICATION 49. Fundamentals and Standards of Compression and Communication 50. Medical Image Archive and Retrieval 51. Image Standardization in PACS 52. Imaging and Communication in Medical and Public Health Informatics 53. Dynamic Mammogram Retrieval from Web-Based Image Libraries 54. Quality Evaluation for Compressed Medical Images: Fundamentals 55. Quality Evaluation for Compressed Medical Images: Diagnostic Accuracy 56. Quality Evaluation for Compressed Medical Images: Statistical Issues 57. Three-Dimensional Image Compression with Wavelet Transforms...

List of contents

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

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

QUANTIFICATION
15. Two-dimensional Shape and Texture Quantification
16. Texture Analysis in Three Dimensions for Tissue Characterization
17. Computational Neuroanatomy Using Shape Transformations
18. Tumor Growth Modeling in Oncological Image Analysis
19. Arterial Tree Morphometry
20. Image-Based Computational Biomechanics of the Musculoskeletal System
21. Three-Dimensional Bone Angle Quantification
22. Database Selection and Feature Extraction for Neural Networks
23. Quantitative Image Analysis for Estimation of Breast Cancer Risk
24. Classification of Breast Lesions in Mammograms
25. Quantitative Analysis of Cardiac Function
26. Image Processing and Analysis in Tagged Cardiac MRI
27. Analysis of Cell Nuclear Features in Fluorescence Microscopy Images
28. Image Interpolation and Resampling

REGISTRATION
29. Physical Basis of Spatial Distortions in Magnetic Resonance Images
30. Physical and Biological Bases of Spatial Distortions in PET Images
31. Biological Underpinnings of Anatomic Consistency and Variability in the Human Brain
32. Spatial Transformation Models
33. Validation of Registration Accuracy
34. Landmark-based Registration Using Features Identified through Differential Geometry
35. Image Registration Using Chamfer Matching
36. Within-Modality Registration Using Intensity-Based Cost Functions
37. Across-Modality Registration Using Intensity-Based Cost Functions
38. Talairach Space as a Tool for Intersubject Standardization in the Brain
39. Warping Strategies for Intersubject Registration
40. Optimizing the Resampling of Registered Images
41. Clinical Applications of Image Registration
42. Registration for Image-Guided Surgery
43. Image Registration and the Construction of Multidimensional Brain Atlases

VISUALIZATION
44. Visualization Pathways in Biomedicine
45. Three-Dimensional Visualization in Medicine and Biology
46. Volume Visualization in Medicine
47. Fast Isosurface Extraction Methods for Large Image Data Sets
48. Computer Processing Methods for Virtual Endoscopy

COMPRESSION STORAGE AND COMMUNICATION
49. Fundamentals and Standards of Compression and Communication
50. Medical Image Archive and Retrieval
51. Image Standardization in PACS
52. Imaging and Communication in Medical and Public Health Informatics
53. Dynamic Mammogram Retrieval from Web-Based Image Libraries
54. Quality Evaluation for Compressed Medical Images: Fundamentals
55. Quality Evaluation for Compressed Medical Images: Diagnostic Accuracy
56. Quality Evaluation for Compressed Medical Images: Statistical Issues
57. Three-Dimensional Image Compression with Wavelet Transforms

Product details

• Authors: Isaac Bankman, Isaac (EDT) Bankman
• Assisted by: Isaac Bankman (Editor), Isaac N. Bankman (Editor), Bankman Isaac (Editor)
• Publisher: Academic Press London
• Languages: English
• Product format: Hardback
• Released: 15.12.2008
• EAN: 9780123739049
• ISBN: 978-0-12-373904-9
• No. of pages: 1000
• Series: Academic Press
• Subjects: Natural sciences, medicine, IT, technology > Medicine > General; TECHNOLOGY & ENGINEERING / Biomedical, Biomedical engineering, Biomedical engineering / Medical engineering