An Ensemble Learning Approach to Improving Prediction of Case Duration for Spine Surgery: Algorithm Development and Validation

BACKGROUND: Estimating surgical case duration accurately is an important operating room efficiency metric. Current predictive techniques in spine surgery include less sophisticated approaches such as classical multivariable statistical models. Machine learning approaches have been used to predict ou...

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Detalles Bibliográficos
Autores principales: Gabriel, Rodney Allanigue, Harjai, Bhavya, Simpson, Sierra, Du, Austin Liu, Tully, Jeffrey Logan, George, Olivier, Waterman, Ruth
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9912154/
https://www.ncbi.nlm.nih.gov/pubmed/36701181
http://dx.doi.org/10.2196/39650

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