Decision analysis framework for predicting no-shows to appointments using machine learning algorithms

Decision analysis framework for predicting no-shows to appointments using machine learning algorithms

Abstract Background No-show to medical appointments has significant adverse effects on healthcare systems and their clients. Using machine learning to predict no-shows allows managers to implement strategies such as overbooking and reminders targeting patients most likely to miss appointments, optim...

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Bibliographic Details
Main Authors: Carolina Deina, Flavio S. Fogliatto, Giovani J. C. da Silveira, Michel J. Anzanello
Format: Article
Language:English
Published: BMC 2024-01-01
Series:BMC Health Services Research
Subjects:
Missed appointments
Healthcare environments
Imbalanced dataset
Classification algorithms
Resampling techniques
Machine learning
Online Access:https://doi.org/10.1186/s12913-023-10418-6

Internet

https://doi.org/10.1186/s12913-023-10418-6

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