Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13432)
Included in the following conference series:
Conference proceedings info: MICCAI 2022.
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About this book
The 574 revised full papers presented were carefully reviewed and selected from 1831 submissions in a double-blind review process. The papers are organized in the following topical sections:
Part I: Brain development and atlases; DWI and tractography; functional brain networks; neuroimaging; heart and lung imaging; dermatology;
Part II: Computational (integrative) pathology; computational anatomy and physiology; ophthalmology; fetal imaging;
Part III: Breast imaging; colonoscopy; computer aided diagnosis;
Part IV: Microscopic image analysis; positron emission tomography; ultrasound imaging; video data analysis; image segmentation I;
Part V: Image segmentation II; integration of imaging with non-imaging biomarkers;
Part VI: Image registration; image reconstruction;
Part VII: Image-Guided interventions and surgery; outcome and disease prediction; surgical data science; surgical planning and simulation; machine learning – domain adaptation and generalization;
Part VIII: Machine learning – weakly-supervised learning; machine learning – model interpretation; machine learning – uncertainty; machine learning theory and methodologies.
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Keywords
- animation
- artificial intelligence
- color image processing
- computer vision
- cross-computing tools and techniques
- decision support systems
- image analysis
- image matching
- image processing
- image quality
- image reconstruction
- image segmentation
- imaging systems
- learning
- machine learning
- neural networks
- pattern recognition
- reference image
- shape modeling
Table of contents (72 papers)
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Computational (Integrative) Pathology
Other volumes
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2022
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2022
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2022
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2022
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2022
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2022
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2022
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2022
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Computational Biomechanics for Medicine
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Computational Biomechanics for Medicine
Editors and Affiliations
Bibliographic Information
Book Title: Medical Image Computing and Computer Assisted Intervention – MICCAI 2022
Book Subtitle: 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part II
Editors: Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-031-16434-7
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022
Softcover ISBN: 978-3-031-16433-0Published: 16 September 2022
eBook ISBN: 978-3-031-16434-7Published: 15 September 2022
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XL, 767
Number of Illustrations: 3 b/w illustrations, 215 illustrations in colour
Topics: Computer Imaging, Vision, Pattern Recognition and Graphics, Signal, Image and Speech Processing