Fig. 3: SHapley Additive explanation (SHAP) summary plots. | npj Digital Medicine

Fig. 3: SHapley Additive explanation (SHAP) summary plots.

From: Multicenter validation of a scalable, interpretable, multitask prediction model for multiple clinical outcomes

Fig. 3

This figure shows SHAP summary plots presenting the contributions of the 16 features used in the final model to the predictions across all outcomes. A Predictions for postoperative acute kidney injury, B Predictions for postoperative respiratory failure, C Predictions for in-hospital mortality. ASA American Society of Anesthesiologists physical status classification, AST aspartate transaminase, BMI body mass index, Hb hemoglobin, INR international normalized ratio, PT prothrombin time, WBC white blood cell.

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