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A Normalized Framework for the Design of Feature Spaces Assessing the Left Ventricular Function
A through description of the left ventricle functionality requires combining complementary regional scores. A main limitation is the lack of multiparametric normality models oriented to the assessment of regional wall motion abnormalities (RWMA). This paper covers two main topics involved in RWMA assessment. We propose a general framework allowing the fusion and comparison across subjects of different regional scores. Our framework is used to explore which combination of regional scores (including 2-D motion and strains) is better suited for RWMA detection. Our statistical analysis indicates that for a proper (within interobserver variability) identification of RWMA, models should consider motion and extreme strains.
A Normalized Framework for the Design of Feature Spaces Assessing the Left Ventricular FunctionJaume GarciaDebora GilLuis BadiellaAura Hernandez-SabateFrancesc CarrerasSandra PujadesEnric Martiinfo:doi/10.1109/TMI.2009.2034653openurl:?ctx_ver=Z39.88-2004&rfr_id=info%3Asid%2Frefbase.cvc.uab.es%2F&genre=article&atitle=A%20Normalized%20Framework%20for%20the%20Design%20of%20Feature%20Spaces%20Assessing%20the%20Left%20Ventricular%20Function&title=IEEE%20Transactions%20on%20Medical%20Imaging&stitle=TMI&issn=0278-0062&date=2010&volume=29&issue=3&spage=733&epage=745&aulast=Jaume%20Garcia&au=Debora%20Gil&au=Luis%20Badiella&au=Aura%20Hernandez-Sabate&au=Francesc%20Carreras&au=Sandra%20Pujades&au=Enric%20Marti&id=info%3Adoi%2F10.1109%2FTMI.2009.2034653&sid=refbase%3ACVCJaume Garcia, Debora Gil, Luis Badiella, Aura Hernandez-Sabate, Francesc Carreras, Sandra Pujades, et al. (2010).<a target='_blank' href='/files/GGH2009.pdf'> "A Normalized Framework for the Design of Feature Spaces Assessing the Left Ventricular Function "</a> . IEEE Transactions on Medical Imaging, 29(3), 733-745.2010JournalArticletextfile:http://refbase.cvc.uab.es/files/GGH2009.pdf0278-0062IEEE Transactions on Medical Imaging2010293733745