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External validation of a deep-learning model to predict severe acute kidney injury based on urine output changes in critically ill patients.

Francesca AlfieriAndrea AnconaGiovanni TripepiVincenzo RandazzoAnnunziata PaviglianitiEros PaseroLuigi VecchiCristina PolitiValentina CaudaRiccardo Maria Fagugli
Published in: Journal of nephrology (2022)
External validation on the European sample confirmed the accuracy of the algorithms, previously investigated in the US population. The models show high accuracy in both the European and the American databases even though the two cohorts differ in a range of demographic and clinical characteristics, further underlining the validity and the generalizability of the two analytical approaches.
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