Predictive value of stress hyperglycaemia ratio and haemoglobin glycation index for mortality risks in critically ill patients: a comparative retrospective analysis of the MIMIC-IV database using machine learning-based predictive modelling.

ROC curve analysis of SHR and HGI According to the results, the SHR index demonstrated a superior performance in predicting 360-day mortality compared with the HGI (0.589 (0.572–0.607) vs 0.582 (0.565–0.600)); nevertheless, the difference did not reach statistical significance ( figure 2 and online supplemental table 4 ).

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