In-hospital mortality prediction on MIMIC-III Diabetes
42.22AUPRCTM-HGNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TM-HGNNCategory=HyperGraph-based2023.05 | 42.22 | 85.86 | |
| InducT-GCNCategory=Graph-based2023.05 | 40.59 | 84.42 | |
| T-HGNNCategory=HyperGraph-based2023.05 | 40.47 | 85.48 | |
| HyperGATCategory=HyperGraph-based2023.05 | 40.08 | 85.03 | |
| TextCNNCategory=Sequence-based2023.05 | 36.89 | 71.83 | |
| TextINGCategory=Graph-based2023.05 | 36.13 | 80.28 | |
| Bi-LSTM w/ Att.Category=Sequence-based2023.05 | 33.01 | 68.89 | |
| FastTextCategory=Word-based2023.05 | 31.33 | 67.59 | |
| Bi-LSTMCategory=Sequence-based2023.05 | 27.52 | 61.86 | |
| Word2vec + MLPCategory=Word-based2023.05 | 18.15 | 51.94 |