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Learning Patient-Specific Predictive Models from Clinical Data

We introduce an algorithm for learning patient-specific models from clinical data to predict outcomes. Patient-specific models are influenced by the particular history, symptoms, laboratory results, and other features of the patient case at hand, in contrast to the commonly used population-wide mode...

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Библиографические подробности
Главные авторы: Visweswaran, Shyam, Angus, Derek C., Hsieh, Margaret, Weissfeld, Lisa, Yealy, Donald, Cooper, Gregory F.
Формат: Artigo
Язык:Inglês
Опубликовано: 2010
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Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC2933959/
https://ncbi.nlm.nih.gov/pubmed/20450985
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2010.04.009
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