Shape Analysis in Medical Image Analysis (Lecture Notes in Computational Vision and Biomechanics, 14)

ISBN 10: 3319375210 / ISBN 13: 9783319375212

Edité par Springer, 2016

In. N° de réf. du vendeur ria9783319375212_new

Synopsis :

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.

Présentation de l'éditeur:

A landmark publication in its scope, this book features contributions by more than a dozen internationally renowned experts, addressing key topics in shape analysis in medical imaging, such as image segmentation, modeling, and classification techniques.

Détails bibliographiques

Titre : Shape Analysis in Medical Image Analysis (...
Éditeur : Springer
Date d'édition : 2016
Reliure : Couverture souple
Etat : New