Showing stat.APShow all
2 papers · 1 filter
stat.AP2026
Identification of physiological shock in intensive care units via Bayesian regime switching models
Emmett B. Kendall, Jonathan P. Williams, Curtis B. Storlie +3
Detection of occult hemorrhage (i.e., internal bleeding) in patients in intensive care units (ICUs) can pose significant challenges for critical care workers. Because blood loss ma…
stat.AP2023
Bayes Watch: Bayesian Change-point Detection for Process Monitoring with Fault Detection
Alexander C. Murph, Curtis B. Storlie, Patrick M. Wilson +2
When a predictive model is in production, it must be monitored in real-time to ensure that its performance does not suffer due to drift or abrupt changes to data. Ideally, this is…