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Fig. 4 | BMC Medical Informatics and Decision Making

Fig. 4

From: Early prediction of in-hospital mortality utilizing multivariate predictive modelling of electronic medical records and socio-determinants of health of the first day of hospitalization

Fig. 4

Overlapping variables between support vector machine (SVM), logistic regression (LR) and Xgboost. Alanine-aminotransferase (ALAT), aspartate-aminotransferase (ASAT), red cell distribution width (RCW). *Modes of admission: “After consultation with doctor from the establishment”* is when a patient is seen in a scheduled consultation and kept in hospital immediately afterwards, without going through the emergency room, therefore without immediate vital risk; whereas “Confirmed prescheduled appointment” is hospitalization programmed in advance, e.g., for non-urgent surgery, again without immediate vital risk

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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