External Validation of a Machine Learning Based Delirium Prediction Software in Clinical Routine.

Stefanie Jauk,Sai Pavan Kumar Veeranki,Diether Kramer, Stefan Högler, David Mühlecker, Erwin Eberhartl, Arthur Schueler, Christian Chvosta, Wolfgang Strasser, Reinhold Strasser,Werner Leodolter

Annual Conference on Health Informatics meets Digital Health (dHealth)（2022）

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摘要

A ML based delirium prediction software achieved a high discriminative performance and high technology acceptance at an external hospital using re-trained ML models.

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关键词

Machine learning,clinical decision support,clinical prediction models,delirium,electronic health records,external validation

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