Use of Machine Learning and Statistical Algorithms to Predict Hospital Length of Stay Following Colorectal Cancer Resection: A South African Pilot Study

The aim of this pilot study was to develop logistic regression (LR) and support vector machine (SVM) models that differentiate low from high risk for prolonged hospital length of stay (LOS) in a South African cohort of 383 colorectal cancer patients who underwent surgical resection with curative int...

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Detalles Bibliográficos
Autores principales: Achilonu, Okechinyere J., Fabian, June, Bebington, Brendan, Singh, Elvira, Nimako, Gideon, Eijkemans, Rene M. J. C., Musenge, Eustasius
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8518555/
https://www.ncbi.nlm.nih.gov/pubmed/34660254
http://dx.doi.org/10.3389/fonc.2021.644045

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8518555/
https://www.ncbi.nlm.nih.gov/pubmed/34660254
http://dx.doi.org/10.3389/fonc.2021.644045

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