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I Enhancement
1.Fundamental Enhancement Techniques Raman B. Paranjape
2.Adaptive Image Filtering Carl-Fredrik Westin, Hans Knutsson, and Ron Kikinis
3.Enhancement by Multiscale Nonlinear Operators Andrew Laine and Walter Huda
4.Medical Image Enhancement with Hybrid Filters Wei Qian
II Segmentation
5.Overview and Fundamentals of Medical Image Segmentation Jadwiga Rogowska
6.Image Segmentation by Fuzzy Clustering: Methods and Issues Melanie A. Sutton, James Bezdek,Tobias C.Cahoon
7. Segmentation with Neural Networks Axel Wismu
8. Deformable Models Tim McInerney and Demetri Terzopoulos
9. Shape Constraints in Deformable Models Lawrence H. Staib, Xiaolan Zeng, James S. Duncan, Robert T. Schultz, and Amit Chakraborty
10.Gradient Vector Flow Deformable Models Chenyang Xu and Jerry L. Prince
11. Fully Automated Hybrid Segmentation of the Brain M. Stella Atkins and Blair T. Mackiewich
12. Volumetric Segmentation Alberto F. Goldszal and Dzung L. Pham
13. Partial Volume Segmentation with Voxel Histograms David H. Laidlaw, Kurt W. Fleischer, and Alan H. Barr
III Quanti®cation
14. Two-Dimensional Shape and Texture Quanti®cation Isaac N. Bankman, Thomas S. Spisz, and Sotiris Pavlopoulos
15.Texture Analysis in Three Dimensions as a Cue to Medical Diagnosis Vassili A. Kovalev and Maria Petrou
16.Computational Neuroanatomy Using Shape Transformations Christos Davatzikos
17.Arterial Tree Morphometry Roger Johnson
18.Image-Based Computational Biomechanics of the Musculoskeletal System Edmund Y. Chao, N. Inoue, J.J. Elias, and Frassica
19.Three-Dimensional Bone Angle Quanti®cation Jens A. Richolt, Nobuhiko Hata, Ron Kikinis, Jens Kordelle, and Michael B. Millis
20.Database Selection and Feature Extraction for Neural Networks Bin Zheng
21.Quantitative Image Analysis for Estimation of Breast Cancer Risk Martin J. Yaffe, Jeffrey W. Byng, and Norman F. Boyd
22.Classi®cation of Breast Lesions in Mammograms Yulei Jiang
23.Quantitative Analysis of Cardiac Function Osman Ratib
24.Image Processing and Analysis in Tagged Cardiac MRI William S. Kerwin, Nael F. Osman, and Jerry L. Prince
25.Image Interpolation and Resampling Philippe Thevenaz, Thierry Blu, and Michael Unser
IV Registration
26.Physical Basis of Spatial Distortions in Magnetic Resonance Images Peter Jezzard
27.Physical and Biological Bases of Spatial Distortions in Positron Emission Tomography Images Magnus Dahlbom and Sung-Cheng (Henry) Huang
28.Biological Underpinnings of Anatomic Consistency and Variability in the Human Brain N. Tzourio-Mazoyer, F. Crivello, M. Joliot, and B. Mazoyer
29.Spatial Transformation Models Roger P. Woods
30.Validation of Registration Accuracy Roger P. Woods
31.Landmark-Based Registration Using Features Identi®ed Through Differential Geometry Xavier Pennec, Nicholas Ayache, and Jean-Philippe Thirion
32.Image Registration Using Chamfer Matching Marcel Van Herk
33.Within-Modality Registration Using Intensity-Based Cost Functions Roger P. Woods
34.Across-Modality Registration Using Intensity-Based Cost Functions Derek L.G. Hill and David J. Hawkes
35.Talairach Space as a Tool for Intersubject Standardization in the Brain Jack L. Lancaster and Peter T. Fox
36.Warping Strategies for Intersubject Registration Paul M. Thompson and Arthur W. Toga
37.Optimizing the Resampling of Registered Images William F. Eddy and Terence K. Young
38.Clinical Applications of Image Registration Robert Knowlton
39.Registration for Image-Guided Surgery Eric Grimson and Ron Kikinis
40.Image Registration and the Construction of Multidimensional Brain Atlases Arthur W. Toga and Paul M. Thompson
V Visualization
41.Visualization Pathways in Biomedicine Meiyappan Solaiyappan
42.Three-Dimensional Visualization in Medicine and Biology Richard A. Robb
43.Volume Visualization in Medicine Arie E. Kaufman
44.Fast Isosurface Extraction Methods for Large Image Data Sets Yarden Livnat, Steven G. Parker, and Christopher R. Johnson
45.Morphometric Methods for Virtual Endoscopy Ronald M. Summers
VI Compression Storage and Communication
46.Fundamentals and Standards of Compression and Communication Stephen P. Yanek, Quentin E. Dolecek, Robert L. Holland, and Joan E. Fetter
47.Medical Image Archive and Retrieval Albert Wong and Shyh-Liang Lou
48.Image Standardization in PACS Ewa Pietka
49.Quality Evaluation for Compressed Medical Images: Fundamentals Pamela Cosman, Robert Gray, and Richard Olshen
50.Quality Evaluation for Compressed Medical Images: Diagnostic Accuracy Pamela Cosman, Robert Gray, and Richard Olshen
51.Quality Evaluation for Compressed Medical Images: Statistical Issues Pamela Cosman, Robert Gray, and Richard Olshen
52.Three-Dimensional Image Compression with Wavelet Transforms Jun Wang and H.K. Huang
53.Medical Image Processing and Analysis Software Thomas S. Spisz and Isaac N. Bankman
Click Here To Download
HANDBOOK OF MEDICAL IMAGING
PROCESSING AND ANALYSIS
Editor-in-Chief
Isaac N. Bankman, PhD
Laurel, Maryland
PROCESSING AND ANALYSIS
Editor-in-Chief
Isaac N. Bankman, PhD
Laurel, Maryland
Table of Contents
1.Fundamental Enhancement Techniques Raman B. Paranjape
2.Adaptive Image Filtering Carl-Fredrik Westin, Hans Knutsson, and Ron Kikinis
3.Enhancement by Multiscale Nonlinear Operators Andrew Laine and Walter Huda
4.Medical Image Enhancement with Hybrid Filters Wei Qian
II Segmentation
5.Overview and Fundamentals of Medical Image Segmentation Jadwiga Rogowska
6.Image Segmentation by Fuzzy Clustering: Methods and Issues Melanie A. Sutton, James Bezdek,Tobias C.Cahoon
7. Segmentation with Neural Networks Axel Wismu
8. Deformable Models Tim McInerney and Demetri Terzopoulos
9. Shape Constraints in Deformable Models Lawrence H. Staib, Xiaolan Zeng, James S. Duncan, Robert T. Schultz, and Amit Chakraborty
10.Gradient Vector Flow Deformable Models Chenyang Xu and Jerry L. Prince
11. Fully Automated Hybrid Segmentation of the Brain M. Stella Atkins and Blair T. Mackiewich
12. Volumetric Segmentation Alberto F. Goldszal and Dzung L. Pham
13. Partial Volume Segmentation with Voxel Histograms David H. Laidlaw, Kurt W. Fleischer, and Alan H. Barr
III Quanti®cation
14. Two-Dimensional Shape and Texture Quanti®cation Isaac N. Bankman, Thomas S. Spisz, and Sotiris Pavlopoulos
15.Texture Analysis in Three Dimensions as a Cue to Medical Diagnosis Vassili A. Kovalev and Maria Petrou
16.Computational Neuroanatomy Using Shape Transformations Christos Davatzikos
17.Arterial Tree Morphometry Roger Johnson
18.Image-Based Computational Biomechanics of the Musculoskeletal System Edmund Y. Chao, N. Inoue, J.J. Elias, and Frassica
19.Three-Dimensional Bone Angle Quanti®cation Jens A. Richolt, Nobuhiko Hata, Ron Kikinis, Jens Kordelle, and Michael B. Millis
20.Database Selection and Feature Extraction for Neural Networks Bin Zheng
21.Quantitative Image Analysis for Estimation of Breast Cancer Risk Martin J. Yaffe, Jeffrey W. Byng, and Norman F. Boyd
22.Classi®cation of Breast Lesions in Mammograms Yulei Jiang
23.Quantitative Analysis of Cardiac Function Osman Ratib
24.Image Processing and Analysis in Tagged Cardiac MRI William S. Kerwin, Nael F. Osman, and Jerry L. Prince
25.Image Interpolation and Resampling Philippe Thevenaz, Thierry Blu, and Michael Unser
IV Registration
26.Physical Basis of Spatial Distortions in Magnetic Resonance Images Peter Jezzard
27.Physical and Biological Bases of Spatial Distortions in Positron Emission Tomography Images Magnus Dahlbom and Sung-Cheng (Henry) Huang
28.Biological Underpinnings of Anatomic Consistency and Variability in the Human Brain N. Tzourio-Mazoyer, F. Crivello, M. Joliot, and B. Mazoyer
29.Spatial Transformation Models Roger P. Woods
30.Validation of Registration Accuracy Roger P. Woods
31.Landmark-Based Registration Using Features Identi®ed Through Differential Geometry Xavier Pennec, Nicholas Ayache, and Jean-Philippe Thirion
32.Image Registration Using Chamfer Matching Marcel Van Herk
33.Within-Modality Registration Using Intensity-Based Cost Functions Roger P. Woods
34.Across-Modality Registration Using Intensity-Based Cost Functions Derek L.G. Hill and David J. Hawkes
35.Talairach Space as a Tool for Intersubject Standardization in the Brain Jack L. Lancaster and Peter T. Fox
36.Warping Strategies for Intersubject Registration Paul M. Thompson and Arthur W. Toga
37.Optimizing the Resampling of Registered Images William F. Eddy and Terence K. Young
38.Clinical Applications of Image Registration Robert Knowlton
39.Registration for Image-Guided Surgery Eric Grimson and Ron Kikinis
40.Image Registration and the Construction of Multidimensional Brain Atlases Arthur W. Toga and Paul M. Thompson
V Visualization
41.Visualization Pathways in Biomedicine Meiyappan Solaiyappan
42.Three-Dimensional Visualization in Medicine and Biology Richard A. Robb
43.Volume Visualization in Medicine Arie E. Kaufman
44.Fast Isosurface Extraction Methods for Large Image Data Sets Yarden Livnat, Steven G. Parker, and Christopher R. Johnson
45.Morphometric Methods for Virtual Endoscopy Ronald M. Summers
VI Compression Storage and Communication
46.Fundamentals and Standards of Compression and Communication Stephen P. Yanek, Quentin E. Dolecek, Robert L. Holland, and Joan E. Fetter
47.Medical Image Archive and Retrieval Albert Wong and Shyh-Liang Lou
48.Image Standardization in PACS Ewa Pietka
49.Quality Evaluation for Compressed Medical Images: Fundamentals Pamela Cosman, Robert Gray, and Richard Olshen
50.Quality Evaluation for Compressed Medical Images: Diagnostic Accuracy Pamela Cosman, Robert Gray, and Richard Olshen
51.Quality Evaluation for Compressed Medical Images: Statistical Issues Pamela Cosman, Robert Gray, and Richard Olshen
52.Three-Dimensional Image Compression with Wavelet Transforms Jun Wang and H.K. Huang
53.Medical Image Processing and Analysis Software Thomas S. Spisz and Isaac N. Bankman
Click Here To Download
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