Article

Hundreds of cardiac MRI traits derived using 3D diffusion autoencoders share a common genetic architecture

2024-11-05

Abstract excerpt

Biobank-scale imaging provides an unprecedented opportunity to characterise thousands of organ phenotypes, how they vary in populations and how they relate to disease outcomes. However, deriving specific phenotypes from imaging data, such as Magnetic Resonance Imaging (MRI), requires time-consuming expert annotation, limiting scalability, and does not exploit how information-dense such image acquisitions are. In t...

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Literature Corpus work: 159b45da-b130-5c2f-bb5c-ea4056b84dd8
DOI: 10.1101/2024.11.04.24316700

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