Prediction Model for 30-Day Mortality after Non-Cardiac Surgery Using Machine-Learning Techniques Based on Preoperative Evaluation of Electronic Medical Records.

Byungjin Choi,Ah Ran Oh,Seung-Hwa Lee,Dong Yun Lee,Jong-Hwan Lee,Kwangmo Yang,Ha Yeon Kim,Rae Woong Park,Jungchan Park

Journal of clinical medicine（2022）

引用 3|浏览2

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摘要

We presented a machine-learning prediction model for 30-day mortality after non-cardiac surgery using preoperative variables automatically extracted from electronic medical records and validated the model in a multi-center setting. Our model may help clinicians predict postoperative outcomes.

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关键词

artificial intelligence,machine learning,mortality,prognosis,risk,surgery

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