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. 2021 Apr 1;16(4):e0249285. doi: 10.1371/journal.pone.0249285

Fig 2. Feature Importance Ranking in mechanical ventilation prediction.

Fig 2

This ranking measures impacts of features on prediction in descending order. Alcohol: alcohol history. BMI: body mass index. Smoking: smoking. dBP: first measurement of diastolic blood pressure at ER. DM: history of diabetes mellitus. Heart: history of heart disease. Kidney: history of kidney disease. Liver: history of Liver disease. Lung: history of lung disease. Respiration: first measurement of respiration rate at ER. Pulse: first measurement of pulse at ER. sBP: first measurement of systolic blood pressure at ER. Smoking: smoking history. SpO2: first measurement of blood oxygen saturation at ER. Temp: first measurement of temperature at ER.