From: Interpretable clinical prediction via attention-based neural network
Patient 1 | Patient 2 | ||||
---|---|---|---|---|---|
Feature ID | Name | Attention weights | Feature ID | Name | Attention weights |
21 | NT-proBNP | 0.114 | 21 | NT-proBNP | 0.192 |
32 | Sodium | 0.035 | 7 | SBP | 0.040 |
12 | CHD | 0.028 | 87 | Left ventricular end-systolic volume | 0.033 |
103 | Spironolactone | 0.027 | 15 | Diabetes | 0.028 |
89 | Left ventricular end-diastolic volume index | 0.025 | 60 | Platelet count | 0.028 |
94 | CCB | 0.024 | – | – | – |
78 | Left atrial diameter | 0.023 | – | – | – |