Predicting Readmission or Death After Discharge From the ICU: External Validation and Retraining of a Machine Learning Model.

Anne A H de Hond,Ilse M J Kant,Mattia Fornasa,Giovanni Cinà,Paul W G Elbers,Patrick J Thoral,M Sesmu Arbous,Ewout W Steyerberg

Critical care medicine（2022）

引用 4|浏览12

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摘要

In this era of expanding availability of ML models, external validation and retraining are key steps to consider before applying ML models to new settings. Clinicians and decision-makers should take this into account when considering applying new ML models to their local settings.

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clinical decision support,critical care,data science,external validation,generalizability,machine learning

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