Figure 7 shows that all nine features showed an obvious trend with the time variation. “Oxygen concentration” and “balance of input and output” exhibited an upward trend during the final 64 h before the patient died.
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Noninvasive Real-Time Mortality Prediction in Intensive Care Units Based on Gradient Boosting Method: Model Development and Validation Study.
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