Forecasting escalation of cardio-respiratory instability using noninvasive vital sign monitoring data

Critical cardio-respiratory instability (CRIcrit) poses a substantial risk for patients in step-down-units (SDU) and requires immediate medical attention. It is often preceded by mild episodes of CRI (CRImild).