eBook: Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges: 11th International Workshop, STACOM 2020, Held in Conjun
電子書格式:
DRM PDF
作者:
Esther Puyol Anton , Mihaela Pop , Maxime Sermesant , Victor Campello , Alain Lalande , Karim Lekadir , Av
系列:
Lecture Notes in Computer Science
分類:
Educational equipment & technology, computer-aided learning (CAL)
,Business applications
,Machine learning
,Pattern recognition
,Computer vision
書城編號:
22108862
售價:
$585.00
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商品簡介
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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