Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges: 11th International Workshop, STACOM 2020, Held in Conjunction ... Recognition, and Graphics, Band 12592) - Softcover

Buch 264 von 300: Lecture Notes in Computer Science
 
9783030681067: Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges: 11th International Workshop, STACOM 2020, Held in Conjunction ... Recognition, and Graphics, Band 12592)
Softcover
ISBN 10: 3030681068 ISBN 13: 9783030681067
Verlag: Springer, 2021

Inhaltsangabe

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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Verlag
Springer
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
3030681068
ISBN 13 
9783030681067
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
436
Herausgeber
Puyol Anton Esther, Pop Mihaela, Sermesant Maxime, Campello Victor, Lalande Alain, Lekadir Karim, Suinesiaputra Avan, Camara Oscar, Young Alistair
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