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Table 3 EMR data features which contributes the output dimensions after Cvx-SPCA algorithm was applied to the whole patient population. Most frequently observed problems are infections, injuries, pregnancy, and delivery related problems and cancer types

From: Stochastic convex sparse principal component analysis

ICD9 code Description
7 Balantidiasis/infectious
72 Mumps orchitis/infectious
115 Infection by histoplasma capsulatum
266 Ariboflavinosis/metabolic disorder
507 Pneumonitis/bacterial
695 Toxic erythema/dermatological
697 Lichen planus/dermatological
761 Incompetent cervix affecting fetus or newborn
795 Abnormal glandular papanicolaou smear of cervix
924 Contusion of thigh/injury