Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10434)
Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)
Included in the following conference series:
Conference proceedings info: MICCAI 2017.
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Table of contents (87 papers)
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Motion and Cardiac Analysis
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Tumor Processing
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Planning and Simulation for Medical Interventions
Other volumes
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Medical Image Computing and Computer Assisted Intervention − MICCAI 2017
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Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017
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Medical Image Computing and Computer Assisted Intervention − MICCAI 2017
Keywords
- artificial intelligence
- computer vision
- estimation
- face recognition
- image analysis
- image processing
- image quality
- image reconstruction
- image registration
- image segmentation
- learning algorithms
- machine learning
- medical images
- motion estimation
- neural networks
- probability
- reconstruction
- segmentation methods
- signal processing
- Support Vector Machines (SVM)
About this book
The 255 revised full papers presented were carefully reviewed and selected from 800 submissions in a two-phase review process. The papers have been organized in the following topical sections: Part I: atlas and surface-based techniques; shape and patch-based techniques; registration techniques, functional imaging, connectivity, and brain parcellation; diffusion magnetic resonance imaging (dMRI) and tensor/fiber processing; and image segmentation and modelling. Part II: optical imaging; airway and vessel analysis; motion and cardiac analysis; tumor processing; planning and simulation for medical interventions; interventional imaging and navigation; and medical image computing. Part III: feature
extraction and classification techniques; and machine learning in medical image computing.
Editors and Affiliations
Bibliographic Information
Book Title: Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017
Book Subtitle: 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part II
Editors: Maxime Descoteaux, Lena Maier-Hein, Alfred Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-66185-8
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2017
Softcover ISBN: 978-3-319-66184-1Published: 04 September 2017
eBook ISBN: 978-3-319-66185-8Published: 03 September 2017
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXVIII, 785
Number of Illustrations: 319 b/w illustrations
Topics: Image Processing and Computer Vision, Artificial Intelligence, Probability and Statistics in Computer Science, Pattern Recognition, Health Informatics