Automated Survival Prediction in Metastatic Cancer Patients Using High-Dimensional Electronic Medical Record Data

BACKGROUND: Oncologists use patients’ life expectancy to guide decisions and may benefit from a tool that accurately predicts prognosis. Existing prognostic models generally use only a few predictor variables. We used an electronic medical record dataset to train a prognostic model for patients with...

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Detalhes bibliográficos
Publicado no:J Natl Cancer Inst
Main Authors: Gensheimer, Michael F, Henry, A Solomon, Wood, Douglas J, Hastie, Trevor J, Aggarwal, Sonya, Dudley, Sara A, Pradhan, Pooja, Banerjee, Imon, Cho, Eunpi, Ramchandran, Kavitha, Pollom, Erqi, Koong, Albert C, Rubin, Daniel L, Chang, Daniel T
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2018
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Articles
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6579743/
https://ncbi.nlm.nih.gov/pubmed/30346554
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jnci/djy178
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