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Atlas Construction and Image Analysis Using Statistical Cardiac Models
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BibTeX
@MISC{Craene_atlasconstruction,
author = {Mathieu De Craene and Federico M. Sukno and Catalina Tobon-gomez and Constantine Butakoff and Rosam. Figuerasiventura and Corné Hoogendoorn and Gemma Piella and Nicolas Duchateau and Emma Muñoz-moreno and Rafael Sebastian and Ro F. Frangi},
title = {Atlas Construction and Image Analysis Using Statistical Cardiac Models},
year = {}
}
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Abstract
Abstract. This paper presents a brief overview of current trends in the construction of population and multi-modal heart atlases in our group and their application to atlas-based cardiac image analysis. The technical challenges around the construction of these atlases are organized around two main axes: groupwise image registration of anatomical, motion and fiber images and construction of statistical shape models. Application-wise, this paper focuses on the extraction of atlas-based biomarkers for the detection of local shape or motion abnormalities, addressing several cardiac applications where the extracted information is used to study and grade different pathologies. The paper is concluded with a discussion about the role of statistical atlases in the integration of multiple information sources and the potential this can bring to in-silico simulations. 1
Keyphrases
atlas construction several cardiac application motion abnormality statistical atlas different pathology atlas-based biomarkers multiple information source extracted information groupwise image registration main ax local shape atlas-based cardiac image analysis fiber image in-silico simulation current trend multi-modal heart brief overview statistical shape model technical challenge
