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Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10555)
Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)
Included in the following conference series:
- CMMI: International Workshop on Computational Methods for Molecular Imaging
- RAMBO: International Workshop on Reconstruction and Analysis of Moving Body Organs
- SWITCH: Stroke Workshop on Imaging and Treatment Challenges
Conference proceedings info: CMMI 2017, RAMBO 2017, SWITCH 2017.
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About this book
This book constitutes the refereed joint proceedings of the International Workshop on Computational Methods for Molecular Imaging, CMMI 2017, the International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2017, and the International Stroke Workshop: Imaging and Treatment Challenges, SWITCH 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Québec City, QC, Canada, in September 2017.
The 5 full papers presented at FIFI 2017, the 9 full papers presented at RAMBO 2017, and the 4 full papers presented at SWITCH 2017 were carefully reviewed and selected. The CMMI papers cover various areas from image synthesis to data analysis and from clinical diagnosis to therapy individualization, using molecular imaging modalities PET, SPECT, PET/CT, SPECT/CT, and PET/MR. The RAMBO papers present research from both academia and industry, They are organized into the categories "registration and tracking" and "image reconstruction and information retrieval" while application areas include cardiac, pulmonal, abdominal, fetal, and renal imaging. The SWITCH papers focus on CT(A)-based quantitative imaging biomarkers for stroke.
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Keywords
- artificial intelligence
- computer vision
- estimation
- image analysis
- image coding
- image enhancement
- image processing
- image quality
- image reconstruction
- image segmentation
- learning systems
- machine learning
- machine learning techniques
- medical imaging
- motion compensation
- motion estimation
- neural networks
- pattern recognition
- reconstruction
- Support Vector Machines (SVM)
Table of contents (18 papers)
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Fifth International Workshop on Computational Methods for Molecular Imaging, CMMI 2017
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Second International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2017
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First International Stroke Workshop on Imaging and Treatment Challenges, SWITCH 2017
Other volumes
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Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment
Editors and Affiliations
Bibliographic Information
Book Title: Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment
Book Subtitle: Fifth International Workshop, CMMI 2017, Second International Workshop, RAMBO 2017, and First International Workshop, SWITCH 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings
Editors: M. Jorge Cardoso, Tal Arbel, Fei Gao, Bernhard Kainz, Theo van Walsum, Kuangyu Shi, Kanwal K. Bhatia, Roman Peter, Tom Vercauteren, Mauricio Reyes, Adrian Dalca, Roland Wiest, Wiro Niessen, … Bart J. Emmer
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-67564-0
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2017
Softcover ISBN: 978-3-319-67563-3Published: 09 September 2017
eBook ISBN: 978-3-319-67564-0Published: 06 September 2017
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XV, 186
Number of Illustrations: 74 b/w illustrations
Topics: Image Processing and Computer Vision, Pattern Recognition, Artificial Intelligence, Health Informatics, Information Storage and Retrieval