Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 1st ed. 2016 6th International Workshop, STACOM 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers Image Processing, Computer Vision, Pattern Recognition, and Graphics Series
Coordonnateurs : Camara Oscar, Mansi Tommaso, Pop Mihaela, Rhode Kawal, Sermesant Maxime, Young Alistair
This book constitutes the thoroughly refereed post-workshop proceedings of the 6th International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2015, held in conjunction with MICCAI 2015, in Munich, Germany, in October 2015.
The 23 revised full workshop papers were carefully reviewed and selected from 34 submissions. The papers cover a wide range of topics such cardiac image processing, atlas construction, statistical modeling of cardiac function across different patient populations, cardiac mapping, cardiac computational physiology, model customization, image-based modelling and image-guided interventional procedures, atlas based functional analysis, ontological schemata for data and results, integrated functional and structural analysis.
Includes supplementary material: sn.pub/extras
Date de parution : 02-2016
Ouvrage de 218 p.
15.5x23.5 cm
Thèmes de Statistical Atlases and Computational Models of the... :
Mots-clés :
cardiac imaging; computational electrophysiology; heart modelling; image analysis; statistical shape models cardiac imaging; computational electrophysiology; heart modelling; image analysis; statistical shape models; cardiac biomechanics; cardiac remodeling; classification; computer aided diagnosis; finite element parameterization; health informatics; machine learning; mathematical currents; medical image analysis; MRI; myocardial perfusion imaging; partial least square regression; segmentation; support vector machin
