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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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Bankman, I. N. (Isaac N.)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: San Diego, CA : Academic Press, ©2000.
Colección:Academic Press series in biomedical engineering.
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.