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Table 1 Performance in cross-validation experiments

From: A method for inferring medical diagnoses from patient similarities

Cross validation scenario

AUC

Best F1 measure

AUC, non-chronic patients

USA, 10K patients with ECG data

0.9 ± 9E-4

0.83 ± 0.001

0.89 ± 0.0009

USA, 15K patients without ECG data

0.89 ± 7E-4

0.82 ± 9E-4

0.88 ± 0.001

ISR, pre-admission scenario

0.88 ± 0.001

0.81 ± 0.001

0.86 ± 0.002

ISR, post-admission scenario

0.77 ± 0.002

0.73 ± 0.002

0.76 ± 0.003

Merged datasets

0.87± 9E- 4

0.81 ± 7E-4

0.86 ± 0.002

  1. AUC, area under the curve; ECG, electrocardiography; ISR, Israel; USA, United States.