Smoking is a predictor of complications in all types of surgery: a machine learning-based big data study.

Helene L Gräsbeck,Aleksi R P Reito,Heikki J Ekroos,Juhani A Aakko,Olivia Hölsä,Tuula M Vasankari

BJS open（2023）

Cited 1|Views14

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Abstract

Machine learning algorithms are feasible for smoking status classification in big surgical data sets. Current and former smoking predict complications in all surgery types.

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Key words

big data,smoking,surgery,complications,learning-based

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