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Published by Springer-Nature New York Inc, 2021
ISBN 10: 3030681068 ISBN 13: 9783030681067
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Published by Springer International Publishing, 2021
ISBN 10: 3030681068 ISBN 13: 9783030681067
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book constitutes the proceedings of the 11th International Workshop on Statistical Atlases and Computational Models of the Heart, STACOM 2020, as well as two challenges: M&Ms - The Multi-Centre, Multi-Vendor, Multi-Disease Segmentation Challenge, and EMIDEC - Automatic Evaluation of Myocardial Infarction from Delayed-Enhancement Cardiac MRI Challenge.The 43 full papers included in this volume were carefully reviewed and selected from 70 submissions. They deal with cardiac imagingand image processing, machine learning applied to cardiac imaging and imageanalysis, atlas construction, artificial intelligence, statistical modelling of cardiacfunction across different patient populations, cardiac computational physiology,model customization, atlas based functional analysis, ontological schemata for dataand results, integrated functional and structural analyses, as well as the pre-clinicaland clinical applicability of these methods.