Learning the Hidden Signature of Fetal Arch Anatomy: a Three-Dimensional Shape Analysis in Suspected Coarctation of the Aorta.

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作者： Uxio,Hermida ^[1] ; Milou P M,van Poppel ^[2] ; David F A,Lloyd ^[3] ; Johannes K,Steinweg ^[4] ; Trisha V,Vigneswaran ^[2] ; John M,Simpson ^[4] ; Reza,Razavi ^[5] ; Adelaide,De Vecchi ^[4] ; Kuberan,Pushparajah ^[5] ; Pablo,Lamata ^[2]

作者单位： Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King's College London, St Thomas' Hospital, 5Th Floor Becket House, 1 Lambeth Palace Road, London, SE1 7EH, UK. ^[1] Department of Cardiovascular Imaging, School of Biomedical Engineering and Imaging Sciences, King's College London, St Thomas' Hospital, London, SE1 7EH, UK. ^[2] Department of Perinatal Imaging, School of Biomedical Engineering and Imaging Sciences, King's College London, St Thomas' Hospital, London, SE1 7EH, UK. ^[3] Department of Congenital Heart Disease, Evelina London Children's Hospital, London, SE1 7EH, UK. ^[4] Harris Birthright Centre, Fetal Medicine Research Institute, King's College Hospital, London, UK. ^[5] Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King's College London, St Thomas' Hospital, 5Th Floor Becket House, 1 Lambeth Palace Road, London, SE1 7EH, UK. pablo.lamata@kcl.ac.uk. ^[6]

关键词 Clinical Biomarker Computational Anatomy Congenital Heart Disease Machine Learning Magnetic Resonance Imaging Statistical Shape Modeling