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
€ 72.59
Lieferbar in 14 Tagen
-
+
Kurzbeschreibung des Verlags:

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.

weiterlesen
Produktdetails
Mehr Informationen
ReiheLecture Notes in Computer Science
ISBN 9783030937218
Sprache Englisch
Ausgabe 1st ed. 2022
Erscheinungsdatum 15.01.2022
Umfang 385 Seiten
Genre Informatik, EDV/Anwendungs-Software
Format Taschenbuch
Verlag Springer International Publishing
Herausgegeben von Esther Puyol Antón, Mihaela Pop, Carlos Martín-Isla, Maxime Sermesant, Avan Suinesiaputra, Oscar Camara, Karim Lekadir, Alistair Young
Diese Produkte könnten Sie auch interessieren:
Lejla Batina, Thomas Bäck, Ileana Buhan, Stjepan Picek
€ 72,59
Matthias Hagen, Suzan Verberne, Craig Macdonald, Christin Seifert, Krisz...
€ 107,79
Jan Mazal, Adriano Fagiolini, Petr Vasik, Michele Turi, Agostino Bruzzon...
€ 90,19
Matthias Hagen, Suzan Verberne, Craig Macdonald, Christin Seifert, Krisz...
€ 120,99
Michael Hanus, Atsushi Igarashi
€ 63,79
Aybüke Özgün, Yulia Zinova
€ 72,59