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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...
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. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
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 |
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