Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11383)
Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)
Conference series link(s): BrainLes: International MICCAI Brainlesion Workshop
Conference proceedings info: BrainLes 2018.
Buy it now
Buying options
Tax calculation will be finalised at checkout
Other ways to access
This is a preview of subscription content, log in via an institution to check for access.
Table of contents (47 papers)
-
Front Matter
-
Brain Lesion Image Analysis
-
Front Matter
-
Other Volumes
-
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
About this book
This two-volume set LNCS 11383 and 11384 constitutes revised selected papers from the 4th International MICCAI Brainlesion Workshop, BrainLes 2018, as well as the International Multimodal Brain Tumor Segmentation, BraTS, Ischemic Stroke Lesion Segmentation, ISLES, MR Brain Image Segmentation, MRBrainS18, Computational Precision Medicine, CPM, and Stroke Workshop on Imaging and Treatment Challenges, SWITCH, which were held jointly at the Medical Image Computing for Computer Assisted Intervention Conference, MICCAI, in Granada, Spain, in September 2018.
The 92 papers presented in this volume were carefully reviewed and selected from 95 submissions. They were organized in topical sections named: brain lesion image analysis; brain tumor image segmentation; ischemic stroke lesion image segmentation; grand challenge on MR brain segmentation; computational precision medicine; stroke workshop on imaging and treatment challenges.
Keywords
- artificial intelligence
- automatic segmentations
- classification
- computer architecture
- computer vision
- cross-validation
- decision trees
- estimation
- image analysis
- image processing
- image reconstruction
- image segmentation
- machine learning
- medical images
- medical imaging
- neural networks
- pattern recognition
- segmentation methods
- Support Vector Machines (SVM)
- wireless networks
Editors and Affiliations
-
University Hospital of Zurich, Zürich, Switzerland
Alessandro Crimi
-
University of Pennsylvania, Philadelphia, USA
Spyridon Bakas
-
University Medical Center Utrecht, Utrecht, The Netherlands
Hugo Kuijf
-
National Cancer Institute, Bethesda, USA
Farahani Keyvan
-
University of Bern, Bern, Switzerland
Mauricio Reyes
-
Erasmus University Medical Center, Rotterdam, The Netherlands
Theo van Walsum
Bibliographic Information
Book Title: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
Book Subtitle: 4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers, Part I
Editors: Alessandro Crimi, Spyridon Bakas, Hugo Kuijf, Farahani Keyvan, Mauricio Reyes, Theo van Walsum
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-11723-8
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2019
Softcover ISBN: 978-3-030-11722-1Published: 26 January 2019
eBook ISBN: 978-3-030-11723-8Published: 08 February 2019
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXI, 477
Number of Illustrations: 52 b/w illustrations, 186 illustrations in colour
Topics: Image Processing and Computer Vision, Health Informatics, Machine Learning, Computer Communication Networks, Pattern Recognition, Computational Biology/Bioinformatics