| 书目名称 | Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers |
| 副标题 | 13th International W |
| 编辑 | Oscar Camara,Esther Puyol-Antón,Alistair Young |
| 视频video | http://file.papertrans.cn/877/876377/876377.mp4 |
| 丛书名称 | Lecture Notes in Computer Science |
| 图书封面 |  |
| 描述 | .This book constitutes the proceedings of the 13th International Workshop on Statistical Atlases and Computational Models of the Heart, STACOM 2022, held in conjunction with the 25th MICCAI conference...The 34 regular workshop papers included in this volume were carefully reviewed and selected after being revised and deal with topics such as: common cardiac segmentation and modelling problems to more advanced generative modelling for ageing hearts, learning cardiac motion using biomechanical networks, physics-informed neural networks for left atrial appendage occlusion, biventricular mechanics for Tetralogy of Fallot, ventricular arrhythmia prediction by using graph convolutional network, and deeper analysis of racial and sex biases from machine learning-based cardiac segmentation..In addition, 14 papers from the CMRxMotion challenge are included in the proceedings which aim to assess the effects of respiratory motion on cardiac MRI (CMR) imaging quality and examine the robustness of segmentation models in face of respiratory motion artefacts. ..A total of 48 submissions to the workshop was received.. |
| 出版日期 | Conference proceedings 2022 |
| 关键词 | artificial intelligence; computer science; computer systems; computer vision; deep learning; education; en |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-031-23443-9 |
| isbn_softcover | 978-3-031-23442-2 |
| isbn_ebook | 978-3-031-23443-9Series ISSN 0302-9743 Series E-ISSN 1611-3349 |
| issn_series | 0302-9743 |
| copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
|Archiver|手机版|小黑屋|
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