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

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. We inves...

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Detalles Bibliográficos
Autores principales: Flynn, Brianna I., Javan, Emily M., Lin, Eugenia, Trutner, Zoe, Koenig, Karl, Anighoro, Kenoma O., Kun, Eucharist, Gupta, Alaukik, Singh, Tarjinder, Jayakumar, Prakash, Narasimhan, Vagheesh M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10442423/
https://www.ncbi.nlm.nih.gov/pubmed/37604895
http://dx.doi.org/10.1038/s41746-023-00903-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10442423/
https://www.ncbi.nlm.nih.gov/pubmed/37604895
http://dx.doi.org/10.1038/s41746-023-00903-x

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