Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges

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11th International Workshop, STACOM 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4,2020, Revised Selected Papers, Lecture Notes in Computer Science 12592 – Image Processing, Computer Vision, Pattern Recognition, and Graphics

ISBN: 3030681068
ISBN 13: 9783030681067
Herausgeber: Esther Puyol Anton/Mihaela Pop/Maxime Sermesant et al
Verlag: Springer Verlag GmbH
Umfang: xv, 417 S., 11 s/w Illustr., 165 farbige Illustr., 417 p. 176 illus., 165 illus. in color.
Erscheinungsdatum: 29.01.2021
Auflage: 1/2021
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 435634 Kategorie:

Beschreibung

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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Springer Verlag GmbH
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69121 Heidelberg
DE

E-Mail: juergen.hartmann@springer.com

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