Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14379)
Included in the following conference series:
Conference proceedings info: MICCAI 2023.
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About this book
This LNCS conference volume constitutes the proceedings of the 3rd International Workshop on
Data Augmentation, Labeling, and Imperfections (DALI 2023), held on October 12, 2023, in Vancouver, Canada, in conjunction with the 26th International
Conference on Medical Image Computing and Computer Assisted Intervention
(MICCAI 2023). The 16 full papers together in this volume were carefully reviewed and selected from 23 submissions.
The conference fosters a collaborative environment for addressing the critical challenges associated with medical data, particularly focusing on data, labeling, and dealing with data imperfections in the context of medical image analysis.
Keywords
- artificial intelligence
- bioinformatics
- color image processing
- color images
- computer systems
- computer vision
- deep learning
- digital image
- image analysis
- image matching
- image processing
- image quality
- image segmentation
- machine learning
- medical images
- neural networks
- pattern recognition
- reference image
- segmentation methods
Table of contents (16 papers)
Other volumes
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
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Graphs in Biomedical Image Analysis, and Overlapped Cell on Tissue Dataset for Histopathology
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Data Augmentation, Labelling, and Imperfections
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops
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Deep Generative Models
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Myopic Maculopathy Analysis
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Computational Biomechanics for Medicine
Editors and Affiliations
Bibliographic Information
Book Title: Data Augmentation, Labelling, and Imperfections
Book Subtitle: Third MICCAI Workshop, DALI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings
Editors: Yuan Xue, Chen Chen, Chao Chen, Lianrui Zuo, Yihao Liu
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-031-58171-7
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 2024
Softcover ISBN: 978-3-031-58170-0Published: 04 July 2024
eBook ISBN: 978-3-031-58171-7Published: 26 April 2024
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: X, 168
Number of Illustrations: 5 b/w illustrations, 50 illustrations in colour
Topics: Computer Imaging, Vision, Pattern Recognition and Graphics, Artificial Intelligence, Computing Milieux