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Fig. 7 | BioData Mining

Fig. 7

From: Interpretable recurrent neural network models for dynamic prediction of the extubation failure risk in patients with invasive mechanical ventilation in the intensive care unit

Fig. 7

Dynamic predictions and SHAP values of a patient by LSTM_1. A The dotted line represented the dynamically predicted EF risk. The red bar with varied shadows above each prediction represented the top three features driving the prediction towards extubation failure, and the blue bar below each prediction represented the features driving the prediction towards extubation success. The index of feature ID used in the figure was provided in the table on the right. B Dynamic observations of the most important features for interpretation of the real-time predictions in (A)

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BioData Mining

ISSN: 1756-0381