Predicting Surgery Duration with Neural Heteroscedastic Regression

Nathan Ng, Rodney A Gabriel, Julian McAuley +2

Scheduling surgeries is a challenging task due to the fundamental uncertainty of the clinical environment, as well as the risks and costs associated with under- and over-booking. W…