Fig. 3: Clinical uncertainty in the setting of predicting postoperative acute kidney injury (PO-AKI) preoperatively. | Nature Communications

Fig. 3: Clinical uncertainty in the setting of predicting postoperative acute kidney injury (PO-AKI) preoperatively.

From: InfEHR: Clinical phenotype resolution through deep geometric learning on electronic health records

Fig. 3: Clinical uncertainty in the setting of predicting postoperative acute kidney injury (PO-AKI) preoperatively.The alternative text for this image may have been generated using AI.

a Performance of a physician provided a clinical heuristic using serum creatinine which is widely measured (including for all patients in this dataset). The heuristic identifies > 97% of negative cases but <19% of positives. b Distributions of patient age according to surgery type in the Mount Sinai Health System dataset. c Ratio of laboratory measurements according to patient disease status.

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