Medical Image Understanding and Analysis

25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12-14, 2021, Proceedings
1. Auflage 2021
ISBN: 978-3-030-80431-2
Verlag: Springer International Publishing

Buch, Englisch, 561 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 867 g

Reihe: Image Processing, Computer Vision, Pattern Recognition, and Graphics

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.

Zielgruppe

Research

Autoren/Hrsg.

Papie¿, Bart¿omiej W.

Papiez, Bartlomiej W.

Yaqub, Mohammad

Noble, J. Alison

Jiao, Jianbo

Namburete, Ana I. L.

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Computer Vision
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung

Inhaltsverzeichnis

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.