2 papers
cs.LG2026
Early predicting of hospital admission using machine learning algorithms: Priority queues approach
Jakub Antczak, James Montgomery, Małgorzata O'Reilly +2
Emergency Department overcrowding is a critical issue that compromises patient safety and operational efficiency, necessitating accurate demand forecasting for effective resource a…
math.OC2024
Markov Decision Process and Approximate Dynamic Programming for a Patient Assignment Scheduling problem
Malgorzata M. O'Reilly, Sebastian Krasnicki, James Montgomery +4
We study the Patient Assignment Scheduling (PAS) problem in a random environment that arises in the management of patient flow in the hospital systems, due to the stochastic nature…