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
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 |