Probabilistic Patient Monitoring with Multivariate, Multimodal Extreme Value Theory
Conventional patient monitoring is performed by generating alarms when vital signs exceed pre-determined thresholds, but the false-alarm rate of such monitors in hospitals is so high that alarms are typically ignored. We propose a principled, probabilistic method for combining vital signs into a mul...
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| 格式: | Conference item |
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2011
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