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Handbook of Medical Imaging: Processing and Analysis Management

Handbook of Medical Imaging: Processing and Analysis Management

版本:1 edition

作者 :Isaac Bankman

年份 :2000

编号 :9780120777907, 0120777908

总页数 :910\910

语言 :English

文件类型 :PDF

大小 :22 MB (23263666 byte

简介 :

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 * Stunning, full four-color Isaac Bankman is affiliated with Johns Hopkins University. Table of contents : Contents......Page 7 Part I Enhancement......Page 17 1 Fundamental Enhancement Techniques......Page 19 2 Adaptive Image Filtering......Page 35 3 Enhancement by Multiscale Nonlinear Operators......Page 49 4 Medical Image Enhancement with Hybrid Filters......Page 73 Part II Segmentation......Page 83 5 Overview and Fundamentals of Medical Image Segmentation......Page 85 6 Image Segmentation by Fuzzy Clustering: Methods and Issues......Page 103 7 Segmentation with Neural Networks......Page 123 8 Deformable Models......Page 143 9 Shape Constraints in Deformable Models......Page 163 10 Gradient Vector Flow Deformable Models......Page 175 11 Fully Automated Hybrid Segmentation of the Brain......Page 187 12 Volumetric Segmentation......Page 201 13 Partial Volume Segmentation with Voxel Histograms......Page 211 Part III Quantification......Page 229 14 Two-Dimensional Shape and Texture Quantification......Page 231 15 Texture Analysis in Three Dimensions as to Cue to Medical Diagnosis......Page 247 16 computational Neuroanatomy Using Shape Transformations......Page 265 17 Arterial Tree Morphometry......Page 277 18 Image-Based Computational Biomechanics of the Musculoskeletal System......Page 301 19 Three-Dimensional Bone Angle Quantification......Page 315 20 Database Selection and Feature Extraction for Neural Networks......Page 327 21 Quantitative Image Analysis for Estimation of Breast Cancer Risk......Page 339 22 Classification of Breast Lesions from Mammograms......Page 357 23 Quantitative Analysis of Cardiac Functions......Page 375 24 Image Processing and Analysis in Tagged Cardiac MRI......Page 391 25 Image Interpolation and Resampling......Page 409 Part IV Registration......Page 437 26 Physical Basis of Spactial Distortions in Magnetic Resonance Images......Page 441 27 Physical and Biological Bases in Spatial Distortions in Positron Emission Tomography Images......Page 455 28 Biological Underpinnings of Anatomic Consistency and Variability in the Human Brain......Page 465 29 Spatial Transformation Models......Page 481 30 Validation of Registration Accuracy......Page 507 31 Landmark-Based Registration Using Features Identified Through Differential Geometry......Page 515 32 Image Registration Using Chamfer Matching......Page 531 33 Within-Modality Registration Using Intensity-Based Cast Functions......Page 545 34 Across-Modality Registration Using Intensity-Based Cost Functions......Page 553 36 Warping Strategies for Intersubject Registration......Page 585 37 Optimizing the Resampling of Registered Images......Page 619 38 Clinical Applications of Image Registration......Page 629 39 Registration for Image-Guided Surgery......Page 639 40 Image Registration and the Construction of Multidimensional Brain Atlases......Page 651 Part V Visualization......Page 671 41 Visualization Pathways in Biomedicine......Page 675 42 Three-Dimensional Visualization in Medicine and Biology......Page 701 43 Volume Visualization in Medicine......Page 729 44 Fast Isosurface Extraction Methods for Large Image Data Sets......Page 747 45 Morphometric Methods for Virtual Endoscopy......Page 763 Part VI Compression Storage and Communication......Page 773 46 Fundamentals and Standards of Compression and Communications......Page 775 47 Medical Image Archive, Retrieval, and Communication......Page 787 48 Image Standardization in PACS......Page 799 49 Quality Evaluation for Compressed Medical Images: Fundamentals......Page 819 50 Quality Evaluation for Compressed Medical Images: Diagnostic Accuracy......Page 837 51 Quality Evaluation for Compressed Medical Images: Statistical Issues......Page 857 52 Three-Dimensional Image Compression with Wavelet Transforms......Page 867 53 Medical Image Processing and Analysis Software......Page 879
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书籍分类:2000

阅读次数:1301

编辑日期:2017-08-12




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