Article

Using Machine Learning to Elucidate the Spatial and Genetic Complexity of the Ascending Aorta

2021-11-02

Abstract excerpt

<h4>Background</h4> The left ventricular outflow tract (LVOT) and ascending aorta are spatially complex, with distinct pathologies and embryologic origins. Prior work examined genetics of thoracic aortic diameter in a single plane. We sought to elucidate the genetic basis for the diameter of the LVOT, the aortic root, and the ascending aorta. <h4>Methods</h4> We used deep learning to analyze 2.3 million cardiac ma...

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Literature Corpus work: c0743d55-4d8e-58b0-a970-14f375b41e9e
DOI: 10.1101/2021.11.01.21265701

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