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Table 3 The top-ranked features of the two randomly selected patients in Fig. 4 (attention weights> 0.2)

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