Medical Image Understanding and Analysis
25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12–14, 2021, Proceedings
Seiten
2021
|
1st ed. 2021
Springer International Publishing (Verlag)
978-3-030-80431-2 (ISBN)
Springer International Publishing (Verlag)
978-3-030-80431-2 (ISBN)
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.
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.
Erscheinungsdatum | 07.07.2021 |
---|---|
Reihe/Serie | Image Processing, Computer Vision, Pattern Recognition, and Graphics | Lecture Notes in Computer Science |
Zusatzinfo | XV, 561 p. 238 illus., 207 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 878 g |
Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
Schlagworte | Applications • Artificial Intelligence • Bioinformatics • Computer Science • Computer systems • computer vision • conference proceedings • Deep learning • Education • Engineering • Image Analysis • image matching • Image Processing • Image Quality • image reconstruction • Image Segmentation • Informatics • learning • machine learning • Mathematics • Medical Images • Neural networks • pattern recognition • Research |
ISBN-10 | 3-030-80431-3 / 3030804313 |
ISBN-13 | 978-3-030-80431-2 / 9783030804312 |
Zustand | Neuware |
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