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Table 6 Important diseases for hypertension and psychiatric diseases in classification method0073

From: Analysis of disease comorbidity patterns in a large-scale China population

 LRSVMRF
ICD10DiseaseRegression coefficientICD10DiseaseFeature weightsICD10DiseaseImportance
HypertensionH35.0Background retinopathy and retinal vascular changes1.5174I35.2Aortic (valve) stenosis with insufficiency1.6055Z51.1Chemotherapy session for neoplasm0.0326
A15.6Tuberculous pleurisy, confirmed bacteriologically and histologically1.4360A15.6Tuberculous pleurisy, confirmed bacteriologically and histologically1.5705I25.1Atherosclerotic heart disease0.0274
I11.0Hypertensive heart disease with (congestive) heart failure1.3145E53.9Vitamin B deficiency, unspecified1.4400B18.1Chronic viral hepatitis B without delta-agent0.0188
H52.3Anisometropia and aniseikonia1.2809E15.XNondiabetic hypoglycaemic coma1.4358I63.9Cerebral infarction, unspecified0.0184
R10.1Pain localized to upper abdomen1.2530M89.9Disorder of bone, unspecified1.3565I50.9Heart failure, unspecified0.0184
Psychiatric diseasesR00.2Palpitations1.6927I63.1Polydipsia1.5527Z51.1Chemotherapy session for neoplasm0.0323
R62.8Other lack of expected normal physiological development1.4442I26.0Pulmonary embolism with mention of acute cor pulmonale1.5192C34.9Bronchus or lung, unspecified0.0250
R79.8Other specified abnormal findings of blood chemistry1.3983K75.8Other specified inflammatory liver diseases1.5137I63.9Cerebral infarction, unspecified0.0236
I63.1Cerebral infarction due to embolism of precerebral arteries1.3883K70.9Alcoholic liver disease, unspecified1.4400G30.9Alzheimer disease, unspecified0.0210
E11.0Type 2 diabetes mellitus1.3871R79.8Other specified abnormal findings of blood chemistry1.3510C78.7Secondary malignant neoplasm of liver and intrahepatic bile duct0.0189