Full size book cover of Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges}

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

Oscar Camara, Maxime Sermesant, Avan Suinesiaputra, Alistair Young, Esther Puyol Antón, Mihaela Pop, Victor Campello, Alain Lalande, Karim Lekadir

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 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.

Publisher

Springer

Publication Date

1/29/2021

ISBN

9783030681067

Pages

436

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