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Table 2 Top 10 of comorbidity ranking

From: DAPNet: multi-view graph contrastive network incorporating disease clinical and molecular associations for disease progression prediction

Index

ICD code

Feature importance

1

Atherosclerotic heart disease of native coronary artery (I25.1)

0.0341

2

Essential (primary) hypertension (I10)

0.0239

3

Other specified diseases of liver (K76.8)

0.0229

4

Other disorders of lung (J98.4)

0.0168

5

Type 2 diabetes mellitus without complications (E11.9)

0.0168

6

Cerebral infarction, unspecified (I63.9)

0.0155

7

Hyperlipidemia, unspecified (E78.5)

0.0128

8

Sequelae of cerebral infarction (I69.3)

0.0120

9

Anemia, unspecified (D64.9)

0.0111

10

Other forms of angina pectoris (I20.8)

0.0110