Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge: 12th International Workshop, STACOM 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Revised Selected Papers (1st ed. 2022) (Lecture Notes in Computer Science #13131)

By: Oscar Camara and Mihaela Pop and Maxime Sermesant and Alistair Young and Avan Suinesiaputra and Karim Lekadir and Esther Puyol Antón and Carlos Martín-Isla

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Synopsis: This book constitutes the proceedings of the 12th International Workshop on Statistical Atlases and Computational Models of the Heart, STACOM 2021, as well as the M&Ms-2 Challenge: Multi-Disease, Multi-View and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge.The 25 regular workshop papers included in this volume were carefully reviewed and selected after being revised. 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. In addition, 15 papers from the M&MS-2 challenge are included in this volume. The Multi-Disease, Multi-View & Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge (M&Ms-2) is focusing on the development of generalizable deep learning models for the Right Ventricle that can maintain good segmentation accuracy on different centers, pathologies and cardiac MRI views. There was a total of 48 submissions to the workshop.

Book Quality:: Publisher Quality
ISBN-13:: 9783030937225
Related ISBNs:: 9783030937218
Publisher:: Springer International Publishing
Date of Addition:: 04/28/22
Copyrighted By:: Springer Nature Switzerland AG
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Art and Architecture, Computers and Internet, Sociology
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Alistair Young
Edited by:: Karim Lekadir
Edited by:: Oscar Camara
Edited by:: Avan Suinesiaputra
Edited by:: Maxime Sermesant
Edited by:: Carlos Martín-Isla
Edited by:: Mihaela Pop
Edited by:: Esther Puyol Antón