Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges

10th International Workshop, STACOM 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Revised Selected Papers
1. Auflage 2020
ISBN: 978-3-030-39073-0
Verlag: Springer International Publishing

Buch, Englisch, 417 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 657 g

Reihe: Image Processing, Computer Vision, Pattern Recognition, and Graphics

This book constitutes the thoroughly refereed post-workshop proceedings of the 10th International Workshop on Statistical Atlases and Computational Models of the Heart: Atrial Segmentation and LV Quantification Challenges, STACOM 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019.

The 42 revised full workshop papers were carefully reviewed and selected from 76 submissions. The topics of the workshop included: cardiac imaging and image processing, machine learning applied to cardiac imaging and image analysis, atlas construction, 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.

Zielgruppe

Research

Autoren/Hrsg.

Pop, Mihaela

Sermesant, Maxime

Camara, Oscar

Suinesiaputra, Avan

Zhuang, Xiahai

Li, Shuo

Young, Alistair

Mansi, Tommaso

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Computer Vision
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung

Inhaltsverzeichnis

Regular Papers.-Multi-Sequence CMR Segmentation Challenge.- CRT-EPiggy Challenge.- LV Full Quantification Challenge.