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 |