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MediBoost: a Patient Stratification Tool for Interpretable Decision Making in the Era of Precision Medicine

Machine learning algorithms that are both interpretable and accurate are essential in applications such as medicine where errors can have a dire consequence. Unfortunately, there is currently a tradeoff between accuracy and interpretability among state-of-the-art methods. Decision trees are interpre...

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Detaylı Bibliyografya
Yayımlandı:Sci Rep
Asıl Yazarlar: Valdes, Gilmer, Luna, José Marcio, Eaton, Eric, Simone, Charles B., Ungar, Lyle H., Solberg, Timothy D.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Nature Publishing Group 2016
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC5129017/
https://ncbi.nlm.nih.gov/pubmed/27901055
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep37854
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