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Assessing the impact of emergency department short stay units using length-of-stay prediction and discrete event simulation
Accurately predicting hospital length-of-stay at the time a patient is admitted to hospital may help guide clinical decision making and resource allocation.
Linear programming-based solution methods for constrained partially observable Markov decision processes
Finally, the flexibility of LP-based approaches is demonstrated by applying deterministic policy constraints, and a detailed investigation into their impact on rewards and CPU run time is provided.
A multi-objective constrained POMDP model for breast cancer screening
While most countries have large-scale screening programs, there is no consensus on a single globally accepted guideline for breast cancer screening.
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