Estimation of Surgery Durations Using Machine Learning Methods-A Cross-Country Multi-Site Collaborative Study

The scheduling of operating room (OR) slots requires the accurate prediction of surgery duration. We evaluated the performance of existing Moving Average (MA) based estimates with novel machine learning (ML)-based models of surgery durations across two sites in the US and Singapore. We used the Duke...

Descripción completa

Detalles Bibliográficos
Autores principales: Lam, Sean Shao Wei, Zaribafzadeh, Hamed, Ang, Boon Yew, Webster, Wendy, Buckland, Daniel, Mantyh, Christopher, Tan, Hiang Khoon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9319102/
https://www.ncbi.nlm.nih.gov/pubmed/35885718
http://dx.doi.org/10.3390/healthcare10071191

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9319102/
https://www.ncbi.nlm.nih.gov/pubmed/35885718
http://dx.doi.org/10.3390/healthcare10071191

Ejemplares similares