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Medical Image Understanding and Analysis : 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12-14, 2021, Proceedings / edited by Bartłomiej W. Papież, Mohammad Yaqub, Jianbo Jiao, Ana I. L. Namburete, J. Alison Noble.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 12722
- Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 12722
- Language:
- English
- Subjects (All):
- Computer vision.
- Machine learning.
- Social sciences-Data processing.
- Education-Data processing.
- Bioinformatics.
- Pattern recognition systems.
- Computer Vision.
- Machine Learning.
- Computer Application in Social and Behavioral Sciences.
- Computers and Education.
- Computational and Systems Biology.
- Automated Pattern Recognition.
- Local Subjects:
- Computer Vision.
- Machine Learning.
- Computer Application in Social and Behavioral Sciences.
- Computers and Education.
- Computational and Systems Biology.
- Automated Pattern Recognition.
- Physical Description:
- 1 online resource (XV, 561 pages) : 238 illustrations, 207 illustrations in color.
- Edition:
- 1st ed. 2021.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2021.
- System Details:
- text file PDF
- Summary:
- This book constitutes the refereed proceedings of the 25th Conference on Medical Image Understanding and Analysis, MIUA 2021, held in July 2021. Due to COVID-19 pandemic the conference was held virtually. The 32 full papers and 8 short papers presented were carefully reviewed and selected from 77 submissions. They were organized according to following topical sections: biomarker detection; image registration, and reconstruction; image segmentation; generative models, biomedical simulation and modelling; classification; image enhancement, quality assessment, and data privacy; radiomics, predictive models, and quantitative imaging.
- Contents:
- Biomarker detection
- Image registration, and reconstruction
- Image Segmentation
- Generative models, biomedical simulation and modelling
- Classification
- Image enhancement, quality assessment, and data privacy
- Radiomics, predictive models, and quantitative imaging.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-80432-9
- 9783030804329
- Access Restriction:
- Restricted for use by site license.
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