Predict, then schedule: Prescriptive analytics approach for machine learning-enabled sequential clinical scheduling

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

XGBoost: A Scalable Tree Boosting System

arXiv (Cornell University) · 2016 · 7.1K citations · Full text

Computing, Computer Science, Data Science +16

Performance evaluation of classification algorithms by k-fold and leave-one-out cross validation

Tzu-Tsung Wong · Pattern Recognition · 2015 · 1.5K citations

Computing, Computer Science, Algorithms +13

Appointment scheduling in health care: Challenges and opportunities

Diwakar Gupta, Brian T. Denton · IIE Transactions · 2008 · 1.1K citations

Management, Health Services Administration, Operations Management +17

A Study of Queues and Appointment Systems in Hospital Out-Patient Departments, with Special Reference to Waiting-Times

Norman T. J. Bailey · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1952 · 442 citations

Business, Health Care Management, Health Services Administration +13