Statistical Atlases and Computational Models of the Heart Regular and CMRxMotion Challenge Papers is popular PDF and ePub book, written by Oscar Camara in 2023-01-27, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Statistical Atlases and Computational Models of the Heart Regular and CMRxMotion Challenge Papers can be Read Online from any device for your convenience.
Statistical Atlases and Computational Models of the Heart Regular and CMRxMotion Challenge Papers Book PDF Summary
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.
Detail Book of Statistical Atlases and Computational Models of the Heart Regular and CMRxMotion Challenge Papers PDF
- Author : Oscar Camara
- Release : 27 January 2023
- Publisher : Springer Nature
- ISBN : 9783031234439
- Genre : Computers
- Total Page : 527 pages
- Language : English
- PDF File Size : 12,5 Mb
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