A review of the scheduling problem within Canadian healthcare centres

C Little, S Choudhury - Applied Sciences, 2022 - mdpi.com
In this paper, the current literature regarding nurse scheduling and physician scheduling in
Canada is reviewed. Staff scheduling is a vital aspect of healthcare which has immediate …

The effect of machine learning algorithms in the prediction, and diagnosis of meningitis: A systematic review

K Ghaddaripouri, M Ghaddaripouri… - Health Science …, 2024 - Wiley Online Library
Abstract Background and Aims This systematic review aimed to evaluating the effectiveness
of machine learning (ML) algorithms for the prediction and diagnosis of meningitis. Methods …

[HTML][HTML] Perspective toward machine learning implementation in pediatric medicine: mixed methods study

N Alexander, C Aftandilian, LL Guo… - JMIR Medical …, 2022 - medinform.jmir.org
Background Given the costs of machine learning implementation, a systematic approach to
prioritizing which models to implement into clinical practice may be valuable. Objective The …

Operations (management) warp speed: Parsimonious design for rapid deployment of hospital prediction and decision support framework during a pandemic

P Shi, J Helm, C Chen, J Lim, RP Parker… - Kelley School of …, 2021 - papers.ssrn.com
At the onset of the COVID-19 pandemic, hospitals were in dire need of data-driven analytics
to provide support for critical, expensive, and challenging decisions. Yet, the majority of …