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

BACKGROUND: Machine learning algorithms are promising tools for smoking status classification in big patient data sets. Smoking is a risk factor for postoperative complications in major surgery. Whether this applies to all surgery is unknown. The aims of this retrospective cohort study were to devel...

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Detalles Bibliográficos
Autores principales: Gräsbeck, Helene L, Reito, Aleksi R P, Ekroos, Heikki J, Aakko, Juhani A, Hölsä, Olivia, Vasankari, Tuula M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10122503/
https://www.ncbi.nlm.nih.gov/pubmed/37086402
http://dx.doi.org/10.1093/bjsopen/zrad016