Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11039)
Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)
Included in the following conference series:
- COMPAY: International Workshop on Computational Pathology
- OMIA: International Workshop on Ophthalmic Medical Image Analysis
Conference proceedings info: COMPAY 2018, OMIA 2018.
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About this book
This book constitutes the refereed joint proceedings of the First International Workshop on Computational Pathology, COMPAY 2018, and the 5th International Workshop on Ophthalmic Medical Image Analysis, OMIA 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 19 full papers (out of 25 submissions) presented at COMPAY 2018 and the 21 full papers (out of 31 submissions) presented at OMIA 2018 were carefully reviewed and selected. The COMPAY papers focus on artificial intelligence and deep learning. The OMIA papers cover various topics in the field of ophthalmic image analysis.
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Keywords
- Artificial intelligence
- Classification
- Computational pathology
- Computer vision
- Deep learning
- Digital pathology
- Estimation
- Image analysis
- Image processing
- Image reconstruction
- Image representations
- Image segmentation
- Imaging systems
- Learning algorithms
- Machine learning
- Neural networks
- Object detection
- Pattern recognition
- Signal processing
- Support Vector Machines (SVM)
Table of contents (40 papers)
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First International Workshop on Computational Pathology, COMPAY 2018
Other volumes
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Computational Pathology and Ophthalmic Medical Image Analysis
Editors and Affiliations
Bibliographic Information
Book Title: Computational Pathology and Ophthalmic Medical Image Analysis
Book Subtitle: First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 - 20, 2018, Proceedings
Editors: Danail Stoyanov, Zeike Taylor, Francesco Ciompi, Yanwu Xu, Anne Martel, Lena Maier-Hein, Nasir Rajpoot, Jeroen van der Laak, Mitko Veta, Stephen McKenna, David Snead, Emanuele Trucco, Mona K. Garvin, Xin Jan Chen, … Hrvoje Bogunovic
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-00949-6
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2018
Softcover ISBN: 978-3-030-00948-9Published: 14 September 2018
eBook ISBN: 978-3-030-00949-6Published: 13 September 2018
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XVII, 347
Number of Illustrations: 135 b/w illustrations
Topics: Image Processing and Computer Vision, Artificial Intelligence, Arithmetic and Logic Structures, Probability and Statistics in Computer Science, Pattern Recognition