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portada Shape Analysis in Medical Image Analysis
Type
Physical Book
Publisher
Author
Language
English
Pages
442
Format
Hardcover
Dimensions
23.4x15.6x2.5 cm
Weight
0.81 kg.
ISBN13
9783319038124
Categories

Shape Analysis in Medical Image Analysis

Li, Shuo ; Tavares, João Manuel R. S. (Author) · Springer · Hardcover

Shape Analysis in Medical Image Analysis - Li, Shuo ; Tavares, João Manuel R. S.

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Synopsis "Shape Analysis in Medical Image Analysis"

This book contains thirteen contributions from invited experts of international recognition addressing important issues in shape analysis in medical image analysis, including techniques for image segmentation, registration, modelling and classification and applications in biology, as well as in cardiac, brain, spine, chest, lung and clinical practice.This volume treats topics such as for example, anatomic and functional shape representation and matching; shape-based medical image segmentation; shape registration; statistical shape analysis; shape deformation; shape-based abnormity detection; shape tracking and longitudinal shape analysis; machine learning for shape modeling and analysis; shape-based computer-aided-diagnosis; shape-based medical navigation; benchmark and validation of shape representation, analysis and modeling algorithms. This work will be of interest to researchers, students and manufacturers in the fields of artificial intelligence, bioengineering, biomechanics, computational mechanics, computational vision, computer sciences, human motion, mathematics, medical imaging, medicine, pattern recognition and physics.

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