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Table 4 Validation of the AI prediction model with new ED patients with chest pain (n = 3741)

From: Real-time AI prediction for major adverse cardiac events in emergency department patients with chest pain

Outcome

Accuracy

Precision

Sensitivity

Specificity

F1

AUC

AMI < 1 month

0.907

0.908

0.929

0.885

0.907

0.907

All-cause mortality < 1 month

0.888

0.908

0.775

0.999

0.886

0.888

  1. ED emergency department; F1, 2 x (precision x recall/precision + recall); AUC area under the curve; AMI acute myocardial infarction