Deep learning based phenotyping of medical images improves power for gene discovery of complex disease

Deep learning based phenotyping of medical images improves power for gene discovery of complex disease

Abstract Electronic health records are often incomplete, reducing the power of genetic association studies. For some diseases, such as knee osteoarthritis where the routine course of diagnosis involves an X-ray, image-based phenotyping offers an alternate and unbiased way to ascertain disease cases....

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Bibliographic Details
Main Authors: Brianna I. Flynn, Emily M. Javan, Eugenia Lin, Zoe Trutner, Karl Koenig, Kenoma O. Anighoro, Eucharist Kun, Alaukik Gupta, Tarjinder Singh, Prakash Jayakumar, Vagheesh M. Narasimhan
Format: Article
Language:English
Published: Nature Portfolio 2023-08-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-023-00903-x

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https://doi.org/10.1038/s41746-023-00903-x

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