Description: 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, Paperback by Anton, Esther Puyol (EDT); Pop, Mihaela (EDT); Martin-isla, Carlos (EDT); Sermesant, Maxime (EDT); Suinesiaputra, Avan (EDT), ISBN 3030937216, ISBN-13 9783030937218, Like New Used, Free shipping in the US 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.
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Book Title: Statistical Atlases and Computational Models of the Heart. Multi-
Number of Pages: Xiii, 385 Pages
Publication Name: 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
Language: English
Publisher: Springer International Publishing A&G
Publication Year: 2022
Subject: Probability & Statistics / General, Intelligence (Ai) & Semantics, Internal Medicine, Computer Vision & Pattern Recognition
Type: Textbook
Item Weight: 21.6 Oz
Subject Area: Mathematics, Computers, Medical
Item Length: 9.3 in
Author: Mihaela Pop
Series: Lecture Notes in Computer Science Ser.
Item Width: 6.1 in
Format: Trade Paperback
