Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10552)
Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)
Included in the following conference series:
- CVII-STENT: Joint MICCAI-Workshops on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting
- LABELS: International Workshop on Large-scale Annotation of Biomedical data and Expert Label Synthesis
- STENT: International Workshop on Computer Assisted Stenting
Conference proceedings info: CVII 2017, LABELS 2017, STENT 2017.
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About this book
This book constitutes the refereed joint proceedings of the 6th Joint International Workshop on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting, CVII-STENT 2017, and the Second International Workshop on Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, LABELS 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 6 full papers presented at CVII-STENT 2017 and the 11 full papers presented at LABELS 2017 were carefully reviewed and selected. The CVII-STENT papers feature the state of the art in imaging, treatment, and computer-assisted intervention in the field of endovascular interventions. The LABELS papers present a variety of approaches for dealing with few labels, from transfer learning to crowdsourcing.
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Keywords
- artificial intelligence
- classification
- classifiers
- computer aided design
- computer vision
- computerized tomography
- image analysis
- image enhancement
- image reconstruction
- image segmentation
- imaging systems
- learning algorithms
- learning systems
- machine learning
- medical imaging
- neural networks
- segmentation methods
- supervised learning
- Support Vector Machines (SVM)
Table of contents (17 papers)
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6th Joint International Workshops on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting, CVII-STENT 2017
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Second International Workshop on Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, LABELS 2017
Other volumes
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Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis
Editors and Affiliations
Bibliographic Information
Book Title: Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis
Book Subtitle: 6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017, Proceedings
Editors: M. Jorge Cardoso, Tal Arbel, Su-Lin Lee, Veronika Cheplygina, Simone Balocco, Diana Mateus, Guillaume Zahnd, Lena Maier-Hein, Stefanie Demirci, Eric Granger, Luc Duong, Marc-André Carbonneau, Shadi Albarqouni, … Gustavo Carneiro
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-67534-3
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2017
Softcover ISBN: 978-3-319-67533-6Published: 08 September 2017
eBook ISBN: 978-3-319-67534-3Published: 06 September 2017
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XVI, 166
Number of Illustrations: 73 b/w illustrations
Topics: Image Processing and Computer Vision, Health Informatics, Artificial Intelligence, Computer Systems Organization and Communication Networks