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...
Principais autores: | , , |
---|---|
Formato: | Conference item |
Publicado em: |
2011
|