Handbook of Biomedical Imaging Methodologies and Clinical Research /

Biomedical image analysis has become a major aspect of engineering sciences, and radiology in particular has become a dominant player in the field. Recent developments have made it possible to use biomedical imaging to view the human body from an anatomical or physiological perspective in a non-inva...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Paragios, Nikos (Editor ), Duncan, James (Editor ), Ayache, Nicholas (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer US : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Temas:
Image processing-Digital techniques.
Computer vision.
Radiology.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Object Segmentation and Markov Random Fields
  • Fuzzy methods in medical imaging
  • Curve Propagation, Level Set Methods and Grouping
  • Kernel Methods in Medical Imaging
  • Geometric Deformable Models: Overview and Recent Developments
  • Active Shape and Appearance Models
  • Statistical Atlases
  • Statistical Computing on Non-Linear Spaces for Computational Anatomy
  • Building Patient-Specific Physical and Physiological Computational Models from Medical Images
  • Constructing a Patient-Specific Model Heart from CT Data
  • Image-based haemodynamics simulation in intracranial aneursyms
  • Atlas-based Segmentation
  • Integration of Topological Constraints in Medical Image Segmentation
  • Monte Carlo Sampling for the Segmentation of Tubular Structures
  • Non-rigid registration using free-form deformations
  • Image registration using mutual information
  • Physical Model Based Recovery of Displacement and Deformations from 3D medical images
  • Cardiovascular Informatics
  • Rheumatoid Arthritis Quantifiction using Appearance Models
  • Medical Image Processing for Analysis of Colon Motility
  • Segmentation of Diseased Livers: A 3D Refinement Approach
  • Intra and inter subject analyses of brain functional Magnetic Resonance Images (fMRI)
  • Diffusion Tensor Estimation, Regularization and Classification
  • From Local Q-Ball Estimation to Fibre Crossing Tractography
  • Segmentation of clustered cells in microscopy images by geometric PDEs and level sets
  • Atlas-based whole-body registration in mice.

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