Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers: 13th International Workshop, STACOM 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Revised Selected Papers (1st ed. 2022) (Lecture Notes in Computer Science #13593)
By: and and and and and and
Sign Up Now!
Already a Member? Log In
You must be logged into UK education collection to access this title.
Learn about membership options,
or view our freely available titles.
- Synopsis
- 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.
- Copyright:
- 2022
Book Details
- Book Quality:
- Publisher Quality
- ISBN-13:
- 9783031234439
- Related ISBNs:
- 9783031234422
- Publisher:
- Springer Nature Switzerland
- Date of Addition:
- 03/03/23
- Copyrighted By:
- The Editor
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Art and Architecture, Computers and Internet, Mathematics and Statistics
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.
- Edited by:
- Oscar Camara
- Edited by:
- Esther Puyol-Antón
- Edited by:
- Chen Qin
- Edited by:
- Maxime Sermesant
- Edited by:
- Avan Suinesiaputra
- Edited by:
- Shuo Wang
- Edited by:
- Alistair Young
Reviews
Other Books
- by Shuo Wang
- by Oscar Camara
- by Maxime Sermesant
- by Alistair Young
- by Avan Suinesiaputra
- by Chen Qin
- by Esther Puyol-Antón
- in Nonfiction
- in Art and Architecture
- in Computers and Internet
- in Mathematics and Statistics