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Shape Analysis in Medical Image Analysis

Author: Shuo Li; João Manuel R S Tavares
Publisher: Cham Imprint: Springer 2014
Series: Lecture notes in computational vision and biomechanics, 14.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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, anatomic and functional shape  Read more...
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Genre/Form: Online-Publikation
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Shuo Li; João Manuel R S Tavares
ISBN: 9783319038124 3319038125 9783319038131 3319038133
OCLC Number: 869983342
Description: 1 online resource (VIII, 442 S.) 220 illus
Contents: Preface --
Part I: Methods and Models --
1. Shape Analysis for Brain Structures: A Review, by Bernard Ng, Matthew Toews, Stanley Durrleman, Yonggang Shi --
2. Shape Analysis in Molecular Imaging, by Fei Gao, Pengcheng Shi --
3. Variational Shape Representation for Modeling, Elastic Registration and Segmentation, by Amal A. Farag, Ahmed Shalaby, Aly A. Farag --
4. Image Computing Based on Bayesian Models, by Zhong Xue, Stephen Wong --
5. Shape-Constrained Deformable Models and Applications in Medical Imaging, by Jürgen Weese, Irina Waechter-Stehle, Lyubomir Zagorchev, Jochen Peters --
Part II: Application Cases --
6. Accurate Pathology Segmentation in FLAIR MRI for Robust Shape Characterization, by April Khademi, Alan R. Moody, Anastasios Venetsanopoulos --
7. Groupwise Registration of Brain Images, by Zhenyu Tang, Yong Fan --
8. Modeling of Lung Nodules from LDCT of the Human Chest: Algorithms and Evaluation for CAD Systems, by Amal A. Farag, James Graham, Salwa Elshazly, Mohamed Al-Mogy, Aly Farag --
9. Analyzing the Shape and Motion of the Lung and Heart in Dynamic Pulmonary Imaging, by Jianming Liang, Tim McInerney, Demetri Terzopoulos --
10. Epithelial Cell Segmentation via Shape Ranking, by Alberto Santamaria-Pang, Yuchi Huang, Jens Rittscher --
11. Computational Modeling of the Spine, by T. Klinder, S. Kadoury, C. Lorenz --
12. Shape Constraints for the Left Ventricle Segmentation from Cardiac Cine MRI Based on Snake Models, by Yuanquan Wang, Yuwei Wu, Yunde Jia --
13. An Optical Flow Approach to Assessment of Ventricular Shape Change Based on Echocardiography, by Amir A. Amini, Nirmanmoh Bhatia, Rita Longaker, Motaz Alshaher, Marcus Stoddard and Vahid Tavakoli.
Series Title: Lecture notes in computational vision and biomechanics, 14.
Responsibility: edited by Shuo Li, João Manuel R.S. Tavares
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Abstract:

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  Read more...

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