Handbook of medical imaging : processing and analysis /
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 techno...
Clasificación: | Libro Electrónico |
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Otros Autores: | |
Formato: | Electrónico eBook |
Idioma: | Inglés |
Publicado: |
San Diego, CA :
Academic Press,
©2000.
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Colección: | Academic Press series in biomedical engineering.
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Temas: | |
Acceso en línea: | Texto completo |
Tabla de Contenidos:
- I Enhancement
- Fundametal Enhancement Techniques;Adaptive Image Filtering; Enhancement by Multiscale Nonlinear Operators; Medical Image Enhancement with Hybrid Filters.
- II Segmentation
- Overview and Fundamentals of Medical Image Segmentation; Image Segmentation by Fuzzy Clustering: Methods and Issues; Segmentation with Neural Networks; Deformable Models; Shape Constraints in Deformable Models; Gradient Vector Flow Deformable Models; Fully Automated Hybrid Segmentation of the Brain; Volumetric Segmentation; Partial Volume Segmentation with Voxel Histograms.
- III Quantification
- Two-dimensional Shape and Texture Quantification; Texture Analysis in Three Dimensions as a Cue to Medical Diagnosis; Computational Neuroanatomy Using Shape Transformation; Morphometry of Arterial Trees and Microvascular Networks; Image-Based Computational Biomechanics of the Musculoskeletal System; Three-Dimensional Bone Angle Quantification; Database Selection and Feature Extraction for Neural Networks; Quantitative Image Analysis for Estimation of Breast Cancer Risk; Classification of Breast Lesions in Mammograms; Quantitative Analysis of Cardiac Function; Image Processing and Analysis in Tagged Cardiac MRI; Image Interpolation and Resampling.
- IV Registration
- The Physical Basis of Spatial Distortions in Magnetic Resonance Images; Physical and Biological Bases of Spatial Distortiobns in Positron Emission Tomography Images; Biological Underpinnings of Anatomic Consistency and Variability in the Human Brain; Spatial Transformation Models; Validation of Registration Accuracy; Landmark-based Registration using Features Identified Through Differential Geometry; Registration of Contours using Chamfer Matching; Within-Modality Registration using Intensity-Based Cost Functions; Across-Modality Registration using Intensity-Based Cost Functions; Talairach Space as a Tool for Intersubject Standardization in the Brain; Warping Strategies for Intersubject Registration; Optimizing the Resampling of Registered Images; Clinical Applications of Image Registration; Registration for Image-Guided Surgery; Image Registration and the Construction of Multidimensional Brain Atlases.
- V Visualization
- Visualization Pathways in Biomedicine; Three-Dimensional Visualization in Medicine and Biology; Volume Visualization in Medicine; Fast Isosurface Extraction Methods for Large Image Data Sets; Morphometric Methods for Virtual Endoscopy.
- VI Compression Storage and Communication
- Fundamentals and Standards of Compression and Communication; Medical Image Archive and Retrieval; Image Standardization in PACS; Quality Evaluation for Compressed Medical Images: Fundamentals; Quality Evaluation for Compressed Medical Images: Diagnostic Accuracy; Quality Evaluation for Compressed Medical Images: Statistical Issues; Three-Dimensional Image Compression with Wavelet Transforms; Medical Image Processing and Analysis Software.
- Index.
- pt. I. Enhancement
- pt. II. Segmentation
- pt. III. Quantification
- pt. IV. Registration
- pt. V. Visualization
- pt. VI. Compression storage and communication.