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Scalability result in per epoch training time in second (the number of epochs needed). SDP stands for Sequential Diagnoses Prediction
| Model | SDP (Sutter data) |
SDP (MIMIC-III) |
HF prediction (Sutter HF cohort) |
|---|---|---|---|
| GRAM | 525s (39 epochs) | 2s (11 epochs) | 12s (7 epochs) |
| RNN | 352s (24 epochs) | 1s (6 epochs) | 8s (5 epochs) |
