Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11492)
Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)
Included in the following conference series:
Conference proceedings info: IPMI 2019.
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Table of contents (68 papers)
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Front Matter
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Classification and Inference
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Front Matter
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Deep Learning
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Front Matter
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Disease Modeling
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Front Matter
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Shape
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Front Matter
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Other volumes
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Information Processing in Medical Imaging
Keywords
- artificial intelligence
- bayesian networks
- classification
- computer vision
- estimation
- image analysis
- image coding
- image reconstruction
- image segmentation
- imaging systems
- learning algorithms
- medical images
- medical imaging
- neural networks
- principal component analysis
- probability
- reconstruction
- semantics
- signal processing
- Support Vector Machines (SVM)
About this book
This book constitutes the proceedings of the 26th International Conference on Information Processing in Medical Imaging, IPMI 2019, held at the Hong Kong University of Science and Technology, Hong Kong, China, in June 2019.
The 69 full papers presented in this volume were carefully reviewed and selected from 229 submissions. They were organized in topical sections on deep learning and segmentation; classification and inference; reconstruction; disease modeling; shape, registration; learning motion; functional imaging; and white matter imaging. The book also includes a number of post papers.Editors and Affiliations
Bibliographic Information
Book Title: Information Processing in Medical Imaging
Book Subtitle: 26th International Conference, IPMI 2019, Hong Kong, China, June 2–7, 2019, Proceedings
Editors: Albert C. S. Chung, James C. Gee, Paul A. Yushkevich, Siqi Bao
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-20351-1
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2019
Softcover ISBN: 978-3-030-20350-4Published: 22 May 2019
eBook ISBN: 978-3-030-20351-1Published: 22 May 2019
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIX, 884
Number of Illustrations: 186 b/w illustrations, 331 illustrations in colour
Topics: Image Processing and Computer Vision, Artificial Intelligence, Mathematics of Computing, Health Informatics, Models and Principles, Operating Systems