Handbook of Biomedical Imaging Methodologies and Clinical Research /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Paragios, Nikos (Επιμελητής έκδοσης), Duncan, James (Επιμελητής έκδοσης), Ayache, Nicholas (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US : Imprint: Springer, 2015.
• Θέματα: Computer science.; Radiology.; Computer graphics.; Computer Science.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Imaging / Radiology.

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...

Πίνακας περιεχομένων:

• 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.