Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges

Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges

6th International Workshop, STACOM 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers

Sermesant, Maxime; Young, Alistair; Pop, Mihaela; Camara, Oscar; Rhode, Kawal; Mansi, Tommaso

Springer International Publishing AG

02/2016

218

Mole

Inglês

9783319287119

15 a 20 dias

3577

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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.
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 machines;tissue classification