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Machine-learning phenotypic classification of bicuspid aortopathy.

The Journal of thoracic and cardiovascular surgery 29042101
BACKGROUND: Bicuspid aortic valves (BAV) are associated with incompletely characterized aortopathy. Our objectives were to identify distinct patterns of aortopathy using machine-learning methods and characterize their association with valve morpholog...
Adult Aged Aorta, Thoracic Aortic Aneurysm Aortic Valve Aortic Valve Insufficiency Aortic Valve Stenosis Aortography Bicuspid Aortic Valve Disease Computed Tomography Angiography Cross-Sectional Studies Diagnosis, Computer-Assisted Female Heart Valve Diseases Humans Machine Learning Male Middle Aged Pattern Recognition, Automated Phenotype Predictive Value of Tests Radiographic Image Interpretation, Computer-Assisted Reproducibility of Results Sinus of Valsalva
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