Handbook of Medical Imaging : Processing and Analysis Management.
Title:
Handbook of Medical Imaging : Processing and Analysis Management.
Author:
Bankman, Isaac.
ISBN:
9780080533100
Personal Author:
Physical Description:
1 online resource (983 pages)
Series:
Biomedical Engineering
Contents:
Front Cover -- Handbook of Medical Imaging: Processing and Analysis -- Copyright Page -- Contents -- Foreword -- Preface -- Contributors -- Part I: Enhancement -- Chapter 1. Fundamental Enhancement Techniques -- Chapter 2. Adaptive Image Filtering -- Chapter 3. Enhancement by Multiscale Nonlinear Operators -- Chapter 4. Medical Image Enhancement with Hybrid Filters -- Part II: Segmentation -- Chapter 5. Overview and Fundamentals of Medical Image Segmentation -- Chapter 6. Image Segmentation by Fuzzy Clustering: Methods and Issues -- Chapter 7. Segmentation with Neural Networks -- Chapter 8. Deformable Models -- Chapter 9. Shape Constraints in Deformable Models -- Chapter 10. Gradient Vector Flow Deformable Models -- Chapter 11. Fully Automated Hybrid Segmentation of the Brain -- Chapter 12. Volumetric Segmentation -- Chapter 13. Partial Volume Segmentation with Voxel Histograms -- Part III: Quantification -- Chapter 14. Two-Dimensional Shape and Texture Quantification -- Chapter 15. Texture Analysis in Three Dimensions as a Cue to Medical Diagnosis -- Chapter 16. Computational Neuroanatomy Using Shape Transformations -- Chapter 17. Arterial Tree Morphometry -- Chapter 18. Image-Based Computational Biomechanics of the Musculoskeletal System -- Chapter 19. Three-Dimensional Bone Angle Quantification -- Chapter 20. Database Selection and Feature Extraction for Neural Networks -- Chapter 21. Quantitative Image Analysis for Estimation of Breast Cancer Risk -- Chapter 22. Classification of Breast Lesions in Mammograms -- Chapter 23. Quantitative Analysis of Cardiac Function -- Chapter 24. Image Processing and Analysis in Tagged Cardiac MRI -- Chapter 25. Image Interpolation and Resampling -- Part IV: Registration -- Chapter 26. Physical Basis of Spatial Distortions in Magnetic Resonance Images.
Chapter 27. Physical and Biological Bases of Spatial Distortions in Positron Emission Tomography Images -- Chapter 28. Biological Underpinnings of Anatomic Consistency and Variability in the Human Brain -- Chapter 29. Spatial Transformation Models -- Chapter 30. Validation of Registration Accuracy -- Chapter 31. Landmark-Based Registration Using Features Identified Through Differential Geometry -- Chapter 32. Image Registration Using Chamfer Matching -- Chapter 33. Within-Modality Registration Using Intensity-Based Cost Functions -- Chapter 34. Across-Modality Registration Using Intensity-Based Cost Functions -- Chapter 35. Talairach Space as a Tool for Intersubject Standardization in the Brain -- Chapter 36. Warping Strategies for Intersubject Registration -- Chapter 37. Optimizing the Resampling of Registered Images -- Chapter 38. Clinical Applications of Image Registration -- Chapter 39. Registration for Image-Guided Surgery -- Chapter 40. Image Registration and the Construction of Multidimensional Brain Atlases -- Part V: Visualization -- Chapter 41. Visualization Pathways in Biomedicine -- Chapter 42. Three-Dimensional Visualization in Medicine and Biology -- Chapter 43. Volume Visualization in Medicine -- Chapter 44. Fast Isosurface Extraction Methods for Large Image Data Sets -- Chapter 45. Morphometric Methods for Virtual Endoscopy -- Part VI: Compression Storage and Communication -- Chapter 46. Fundamentals and Standards of Compression and Communication -- Chapter 47. Medical Image Archive, Retrieval, and Communication -- Chapter 48. Image Standardization in PACS -- Chapter 49. Quality Evaluation for Compressed Medical Images: Fundamentals -- Chapter 50. Quality Evaluation for Compressed Medical Images: Diagnostic Accuracy -- Chapter 51. Quality Evaluation for Compressed Medical Images: Statistical Issues.
Chapter 52. Three-Dimensional Image Compression with Wavelet Transforms -- Chapter 53. Medical Image Processing and Analysis Software -- Index -- Color Plate Section.
Abstract:
In recent years, the remarkable advances in medical imaging instruments have increased their use considerably for diagnostics as well as planning and follow-up of treatment. Emerging from the fields of radiology, medical physics and engineering, medical imaging no longer simply deals with the technology and interpretation of radiographic images. The limitless possibilities presented by computer science and technology, coupled with engineering advances in signal processing, optics and nuclear medicine have created the vastly expanded field of medical imaging. The Handbook of Medical Imaging is the first comprehensive compilation of the concepts and techniques used to analyze and manipulate medical images after they have been generated or digitized. The Handbook is organized in six sections that relate to the main functions needed for processing: enhancement, segmentation, quantification, registration, visualization as well as compression storage and telemedicine. * Internationally renowned authors(Johns Hopkins, Harvard, UCLA, Yale, Columbia, UCSF) * Includes imaging and visualization * Contains over 60 pages of stunning, four-color images.
Local Note:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
Genre:
Electronic Access:
Click to View