Skip to main content

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

–

–

–