BÜCHER VERSANDKOSTENFREI INNERHALB DEUTSCHLANDS
eBook
Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges
11th International Workshop, STACOM 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Revised Selected Papers
Springer International Publishing
ISBN 978-3-030-68107-4
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Bibliografische Daten
eBook. PDF
2021
XV, 417 p. 176 illus., 165 illus. in color..
In englischer Sprache
Umfang: 417 S.
Verlag: Springer International Publishing
ISBN: 978-3-030-68107-4
Weiterführende bibliografische Daten
Das Werk ist Teil der Reihe: Lecture Notes in Computer Science Image Processing, Computer Vision, Pattern Recognition, and Graphics
Produktbeschreibung
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 imaging and image processing, machine learning applied to cardiac imaging and image analysis, atlas construction, artificial intelligence, statistical modelling of cardiac function across different patient populations, cardiac computational physiology, model customization, atlas based functional analysis, ontological schemata for data and results, integrated functional and structural analyses, as well as the pre-clinical and clinical applicability of these methods.
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