Medical Image Understanding and Analysis 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12–14, 2021, Proceedings /
Medical Image Understanding and Analysis 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12–14, 2021, Proceedings / [electronic resource] :
edited by Bartłomiej W. Papież, Mohammad Yaqub, Jianbo Jiao, Ana I. L. Namburete, J. Alison Noble.
- 1st ed. 2021.
- XV, 561 p. 238 illus., 207 illus. in color. online resource.
- Image Processing, Computer Vision, Pattern Recognition, and Graphics, 12722 3004-9954 ; .
- Image Processing, Computer Vision, Pattern Recognition, and Graphics, 12722 .
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.
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.
9783030804329
10.1007/978-3-030-80432-9 doi
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.
TA1634
006.37
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.
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.
9783030804329
10.1007/978-3-030-80432-9 doi
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.
TA1634
006.37