SepINav (Sepsis ICU Navigator): A data-driven software tool for sepsis monitoring and intervention using Bayesian Online Change Point Detection.
Nazmus SakibShiyu TianMd Munirul HaqueRumi Ahmed KhanSheikh Iqbal AhamedPublished in: SoftwareX (2021)
Keyphrases
- data driven
- change point detection
- initial stage
- change point
- non stationary
- intensive care units
- monitoring system
- intensive care unit
- intensive care
- singular spectrum analysis
- sequential data
- outlier detection
- databases
- high dimensional time series
- decision support system
- similarity measure
- neural network
- normalized maximum likelihood