In-hospital mortality prediction on MIMIC-III Hypertension
47.27AUPRCTM-HGNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TM-HGNNCategory=HyperGraph-based2023.05 | 47.27 | 87.75 | |
| T-HGNNCategory=HyperGraph-based2023.05 | 43.53 | 87.07 | |
| HyperGATCategory=HyperGraph-based2023.05 | 42.32 | 86.41 | |
| InducT-GCNCategory=Graph-based2023.05 | 41.06 | 85.56 | |
| TextINGCategory=Graph-based2023.05 | 36.63 | 80.12 | |
| TextCNNCategory=Sequence-based2023.05 | 27.1 | 66.1 | |
| Bi-LSTM w/ Att.Category=Sequence-based2023.05 | 26.05 | 63.24 | |
| FastTextCategory=Word-based2023.05 | 25.56 | 62.39 | |
| Bi-LSTMCategory=Sequence-based2023.05 | 21.75 | 57.39 | |
| Word2vec + MLPCategory=Word-based2023.05 | 16.82 | 53.56 |