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Generalizability of the algorithm
| Experiments | AUPRC | AUROC | ||
|---|---|---|---|---|
| Training set | Test set | Pretrained on MESA | ||
| Pretrained on MESA | SHHS (n = 785) | – | 0.39 | 0.86 |
| SHHS (n = 1,058) | SHHS (n = 785) | No | 0.54 | 0.91 |
| SHHS (n = 105) | SHHS (n = 785) | Yes | 0.52 | 0.91 |
| SHHS (n = 1,058) | SHHS (n = 785) | Yes | 0.54 | 0.92 |
MESA, Multi-Ethnic Study of Atherosclerosis; SHHS, Sleep Heart Health Study.
