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Fig. 4 | BMC Pediatrics

Fig. 4

From: Individualized estimation of arterial carbon dioxide partial pressure using machine learning in children receiving mechanical ventilation

Fig. 4

The feature importance in the XGB model. The relative importance of each feature was measured by Shapley additive explanations values. etco2: end-tidal carbon dioxide; log_fio2: log-transformed fraction of inspired oxygen; wt: weight; peep: positive end-expiratory pressure; ht: height; map: mean airway pressure, rr: respiratory rate; spo2: peripheral oxygen saturation; ve: minute ventilation; p_dbp: percentile of diastolic blood pressure; pip: peak inspiratory pressure; hr: heart rate; p_sbp: percentile of systolic blood pressure; |SHAP|: the absolute values of Shapley additive explanations; SHAP: Shapley additive explanations

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BMC Pediatrics

ISSN: 1471-2431

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