Article

Genetic architecture of cardiac dynamic flow volumes

2022-10-06

Abstract excerpt

Cardiac blood flow is a critical determinant of human health. However, definition of its genetic architecture is limited by the technical challenge of capturing dynamic flow volumes from cardiac imaging at scale. We present DeepFlow, a deep learning system to extract cardiac flow and volumes from phase contrast cardiac magnetic resonance imaging. A mixed linear model applied to 37,967 individuals from the UK Bioba...

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Literature Corpus work: 19feb4ce-2bec-5adf-a100-3d1b2e9547fc
DOI: 10.1101/2022.10.05.22280733

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