2020
DOI: 10.22541/au.158949026.68625353
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Supporting Efficiency Improvement in Public Health Systems: a Rapid Systematic Review of Current Evidence

Abstract: Rationale, aims and objectives Public health systems are under pressure to meet increasing demand for health care in environments of increasing financial resource constraint. There is therefore a need to maximise health outcomes given limited public healthcare expenditure. This paper aims to establish the extent of literature and approaches to efficiency improvement in public health systems of developed countries. Methods The Rapid Evidence Assessment model was used to address the review question. Two database… Show more

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Cited by 2 publications
(2 citation statements)
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“…These studies have demonstrated the potential of XAI tools, such as LIME and SHAP, in solving various healthcare problems, including tumor detection, breast cancer cell image classification, ECG data interpretation, diabetes diagnosis, skin lesion classification, and hospital mortality prediction [64], [138]. Finally, integrating XAI tools into healthcare systems has shown effectiveness in various areas, including clinical decision-making, patient care, trust building, and risk reduction.…”
Section: B Discussionmentioning
confidence: 99%
“…These studies have demonstrated the potential of XAI tools, such as LIME and SHAP, in solving various healthcare problems, including tumor detection, breast cancer cell image classification, ECG data interpretation, diabetes diagnosis, skin lesion classification, and hospital mortality prediction [64], [138]. Finally, integrating XAI tools into healthcare systems has shown effectiveness in various areas, including clinical decision-making, patient care, trust building, and risk reduction.…”
Section: B Discussionmentioning
confidence: 99%
“…This article reports on work produced under the auspice of the Public Health Intervention Responsive Studies Teams based at the University of Hertfordshire, one of six teams established by the National Institute for Health Research (NIHR) to deliver public health intervention evaluations in the UK (Walters, 2020). This work was produced for a project exploring changes to the delivery of drug and alcohol services by three organizations in the north of England during the COVID-19 pandemic.…”
Section: Context: About and Because Of Covid-19mentioning
confidence: 99%