Table 2 Comparison of the performance of CASPRI score and ANN-boosted CASPRI model for predicting functional outcomes of patients received TTM.

From: Artificial neural network-boosted Cardiac Arrest Survival Post-Resuscitation In-hospital (CASPRI) score accurately predicts outcome in cardiac arrest patients treated with targeted temperature management

Model

Accuracy

Precision

Sensitivity

Specificity

AUC

CASPRI score

0.798

0.525

0.179

0.958

0.811

ANN-boosted CASPRI model

0.892

0.916

0.876

0.912

0.921

  1. Univariate logistic regression analysis was performed using the CASPRI score as a continuous variable to calculated the AUC. The higher value among the two models is shown in bold.
  2. ANN artificial neural network, AUC area under the receiver operating characteristic curve, CASPRI Cardiac Arrest Survival Postresuscitation In-hospital.
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