Mortality Prediction
( Image credit: Early hospital mortality prediction using vital signals )
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Random Forest | F1 score | 0.97 | — | Unverified |
| 2 | Gaussian SVM | F1 score | 0.96 | — | Unverified |
| 3 | Decision Tree | F1 score | 0.91 | — | Unverified |
| 4 | Boosted Trees | F1 score | 0.87 | — | Unverified |
| 5 | ELECTRA (pretrained) | Accuracy | 0.84 | — | Unverified |
| 6 | ELECTRA (from scratch) | Accuracy | 0.83 | — | Unverified |
| 7 | LSTM+SA (pretrained) | Accuracy | 0.83 | — | Unverified |
| 8 | LSTM (pretrained) | Accuracy | 0.83 | — | Unverified |
| 9 | K-NN | F1 score | 0.82 | — | Unverified |
| 10 | LSTM+SA (from scratch) | Accuracy | 0.8 | — | Unverified |