Predicting clinical outcomes from large scale cancer genomic profiles with deep survival models

Translating the vast data generated by genomic platforms into accurate predictions of clinical outcomes is a fundamental challenge in genomic medicine. Many prediction methods face limitations in learning from the high-dimensional profiles generated by these platforms, and rely on experts to hand-se...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Yousefi, Safoora, Amrollahi, Fatemeh, Amgad, Mohamed, Dong, Chengliang, Lewis, Joshua E., Song, Congzheng, Gutman, David A., Halani, Sameer H., Velazquez Vega, Jose Enrique, Brat, Daniel J., Cooper, Lee A. D.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2017
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5601479/
https://ncbi.nlm.nih.gov/pubmed/28916782
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-11817-6
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