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Fig. 2 | BMC Medical Informatics and Decision Making

Fig. 2

From: Machine learning clinical prediction models for acute kidney injury: the impact of baseline creatinine on prediction efficacy

Fig. 2

Overall model development flowchart. ANN: Artificial Neural Networks, LR: Logistic Regression, MDRD: Modification of Diet in Renal Disease formula, mod; modified, RF: Random Forest, RRT: Renal Replacement Therapy, sCr; serum Creatinine, XGB: eXtreme Gradient Boosting. Abbreviation: ANN, Artificial Neural Networks; Cal. slope, Calibration slope; ECE, Estimated Calibration Error; LR, Logistic Regression; RF, Random Forest; XGB, eXtreme Gradient Boosting

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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