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. 2017 Sep 7;7:10800. doi: 10.1038/s41598-017-09766-1

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© The Author(s) 2017

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

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SVM w/feature selection performance as a function of time for clinical adjudication label set. (A) ROC curves are displayed for various feature sets. The EMR data that is used is constrained to up to 48 hours before the biomarker measurement and 1 hour after. (B) A plot of the AUC as a function of the number of hours of EMR data used post biomarker measurement.