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Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11040)
Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)
Included in the following conference series:
- BIA: International Workshop on Breast Image Analysis
- RAMBO: International Workshop on Reconstruction and Analysis of Moving Body Organs
- TIA: International Workshop on Thoracic Image Analysis
Conference proceedings info: BIA 2018, RAMBO 2018, TIA 2018.
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About this book
This book constitutes the refereed joint proceedings of the Third International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2018, the Fourth International Workshop on Breast Image Analysis, BIA 2018, and the First International Workshop on Thoracic Image Analysis, TIA 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018.
The 5 full papers (out of 10 submissions) presented at RAMBO, the 9 full papers (out of 18 submissions) presented at BIA, and the 20 full papers (out of 21 submissions) presented at TIA were carefully reviewed and selected. The RAMBO papers cover aspects of medical imaging where motion plays a role in the image formation or analysis. The BIA papers deal with topics such as computer-aided detection and diagnosis of breast cancer, quantitative analysis of breast imaging modalities, and large scale breast image screening and analysis. The TIA papers cover aspects of image analysis research for lung and cardiac diseases including segmentation, registration, quantification, modeling of the image acquisition process, visualization, validation, statistical modeling, biophysical lung modeling (computational anatomy), deep learning and novel applications.
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Keywords
- Artificial intelligence
- Biometrics
- Classification
- Computer aided diagnosis
- Computer vision
- Health informatics
- Image analysis
- Image enhancement
- Image processing
- Image reconstruction
- Image registration
- Image segmentation
- Machine learning
- Medical imaging
- Neural networks
- Principal component analysis
- Scene anomaly detection
- Signal processing
- Support Vector Machines (SVM)
- Thoracic image analysis
- Transfer learning
Table of contents (35 papers)
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Third International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2018
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Fourth International Workshop on Breast Image Analysis, BIA 2018
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First International Workshop on Thoracic Image Analysis, TIA 2018
Other volumes
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Image Analysis for Moving Organ, Breast, and Thoracic Images
Editors and Affiliations
Bibliographic Information
Book Title: Image Analysis for Moving Organ, Breast, and Thoracic Images
Book Subtitle: Third International Workshop, RAMBO 2018, Fourth International Workshop, BIA 2018, and First International Workshop, TIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings
Editors: Danail Stoyanov, Zeike Taylor, Bernhard Kainz, Gabriel Maicas, Reinhard R. Beichel, Anne Martel, Lena Maier-Hein, Kanwal Bhatia, Tom Vercauteren, Ozan Oktay, Gustavo Carneiro, Andrew P. Bradley, Jacinto Nascimento, Hang Min, Matthew S. Brown, Colin Jacobs, Bianca Lassen-Schmidt, Kensaku Mori, Jens Petersen, Raúl San José Estépar, Alexander Schmidt-Richberg, … Catarina Veiga
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-00946-5
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2018
Softcover ISBN: 978-3-030-00945-8Published: 12 September 2018
eBook ISBN: 978-3-030-00946-5Published: 11 September 2018
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIV, 350
Number of Illustrations: 34 b/w illustrations, 122 illustrations in colour
Topics: Image Processing and Computer Vision, Artificial Intelligence, Health Informatics, Information Systems and Communication Service