Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10433)
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.
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (90 papers)
-
Atlas and Surface-Based Techniques
-
Shape and Patch-Based Techniques
Other volumes
-
Medical Image Computing and Computer Assisted Intervention − MICCAI 2017
-
Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017
-
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 I
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/10.1007/978-3-319-66182-7
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2017
Softcover ISBN: 978-3-319-66181-0Published: 04 September 2017
eBook ISBN: 978-3-319-66182-7Published: 03 September 2017
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XLVI, 811
Number of Illustrations: 343 b/w illustrations
Topics: Image Processing and Computer Vision, Artificial Intelligence, Probability and Statistics in Computer Science, Pattern Recognition, Health Informatics