Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges: 11th International Workshop, STACOM 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Revised Selected Papers (1st ed. 2021) (Lecture Notes in Computer Science #12592)

Synopsis

This book constitutes the proceedings of the 11th International Workshop on Statistical Atlases and Computational Models of the Heart, STACOM 2020, as well as two challenges: M&Ms - The Multi-Centre, Multi-Vendor, Multi-Disease Segmentation Challenge, and EMIDEC - Automatic Evaluation of Myocardial Infarction from Delayed-Enhancement Cardiac MRI Challenge. The 43 full papers included in this volume were carefully reviewed and selected from 70 submissions. 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.

Copyright:

2021

Book Details

Book Quality:

Publisher Quality

ISBN-13:

9783030681074

Related ISBNs:

9783030681067

Publisher:

Springer International Publishing

Date of Addition:

01/29/21

Copyrighted By:

Springer

Adult content:

No

Language:

English

Has Image Descriptions:

No

Categories:

Nonfiction, Art and Architecture, Computers and Internet, Technology, Education

Submitted By:

Bookshare Staff

Usage Restrictions:

This is a copyrighted book.

Edited by:

Esther Puyol Anton

Edited by:

Mihaela Pop

Edited by:

Maxime Sermesant

Edited by:

Victor Campello

Edited by:

Alain Lalande

Edited by:

Karim Lekadir

Edited by:

Avan Suinesiaputra

Edited by:

Oscar Camara

Edited by:

Alistair Young