Search results for "Myocardial motion"

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Atlas construction and image analysis using statistical cardiac models

2010

International audience; 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 p…

education.field_of_studyAtlas (topology)Computer sciencebusiness.industryPopulationImage registration02 engineering and technologycomputer.software_genreIndependent component analysisMotion (physics)030218 nuclear medicine & medical imagingImage (mathematics)03 medical and health sciences0302 clinical medicine0202 electrical engineering electronic engineering information engineeringMyocardial motion[INFO.INFO-IM]Computer Science [cs]/Medical Imaging020201 artificial intelligence & image processingComputer visionData miningArtificial intelligenceeducationbusinesscomputer
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