Concepedia

Publication | Open Access

Using Supervised Machine Learning to Classify Real Alerts and Artifact in Online Multisignal Vital Sign Monitoring Data*

DOIFull Paper Access

74

Citations

21

References

2016

Year

Lujie Chen, Artur Dubrawski, Donghan Wang, Madalina Fiterau, Mathieu Guillame-Bert, Eliezer Bose, A. Murat Kaynar, David J. Wallace, Jane Guttendorf, Gilles Clermont,
Critical Care Medicine

Abstract

Machine-learning models can discern clinically relevant peripheral oximetry, blood pressure, and respiratory rate alerts from artifacts in an online monitoring dataset (area under the curve > 0.87).

References

YearCitations

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