Skip to main content

Table 4 The top-ten globally ranked features of the proposed model and LR

From: Interpretable clinical prediction via attention-based neural network

MLP_attention LR
Feature ID Name Frequency Feature ID Name
21 NT-proBNP 736 21 NT-proBNP
94 CCB 374 7 SBP
78 Left atrial diameter 225 41 Lactate dehydrogenase
103 Spironolactone 180 57 Monocytes ratio
7 SBP 167 3 Height
32 Sodium 146 8 DBP (Diastolic blood pressure)
85 Interventricular septal thickness 146 5 BMI
87 Left ventricular end systolic volume 140 34 Phosphorus
10 Anemia 135 59 Basophil ratio
60 Platelet count 126 60 Platelet count