Implementing a system for the real-time risk assessment of patients considered for intensive care.

Simarjot S DahellaJames S BriggsPaul CoombesNazli FarajidavarPaul MeredithTimothy BonniciJulie L DarbyshirePeter J Watkinson

Published in: BMC medical informatics and decision making (2020)

The system uses a configurable PFA model to compute the HAVEN score which makes the system easily upgradable in terms of enhancing systems' predictive capability. Further system enhancements are planned to handle new data sources and additional management screens.

Keyphrases

risk assessment
end stage renal disease
newly diagnosed
chronic kidney disease
ejection fraction
prognostic factors
high throughput
peritoneal dialysis
genome wide
drinking water
human health
machine learning
quality improvement
dna methylation