Sensitivity analysis comparing model performance across age groups.
figureposted on 30.11.2018, 18:23 by Shane Nanayakkara, Sam Fogarty, Michael Tremeer, Kelvin Ross, Brent Richards, Christoph Bergmeir, Sheng Xu, Dion Stub, Karen Smith, Mark Tacey, Danny Liew, David Pilcher, David M. Kaye
True mortality for each group is indicated in red. ANZROD, Australian and New Zealand Risk of Death.
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New Zealand RiskANZRODadmissionarrestRFAPACHE IIIANZICSSVCBrier score reductionfindings Patient-level dataML modelsAdult Patient DatabaseGBMpredictionNew Zealand Intensive Care Societyin-hospital mortalityAUROCBrier score 0.19abilityConclusions ML approachesSDperiod January 20065 ML approachesregistry study Background ResuscitateddiscriminationCI24 hoursabsenceoutcomeANNillness severity scoresLRensemblepre-hospital dataICUDeLongvalidation