Public health economic modelling in evaluations of salt and/or alcohol policies: a systematic scoping review.

Background: Public health economic modelling is an approach capable of managing the intricacies involved in evaluating interventions without direct observational evidence. It is used to estimate potential long-term health benefits and cost outcomes. The aim of this review was to determine the scope of health economic models in the evaluation of salt and/or alcohol interventions globally, to provide an overview of the literature and the modelling methods and structures used.

On the search for efficient face recognition algorithm subject to multiple environmental constraints.

From literature, majority of face recognition modules suffer performance challenges when presented with test images acquired under multiple constrained environments (occlusion and varying expressions). The performance of these models further deteriorates as the degree of degradation of the test images increases (relatively higher occlusion level). Deep learning-based face recognition models have attracted much attention in the research community as they are purported to outperform the classical PCA-based methods.

Time series based road traffic accidents forecasting via SARIMA and Facebook Prophet model with potential changepoints.

Road traffic accident (RTA) is a critical global public health concern, particularly in developing countries. Analyzing past fatalities and predicting future trends is vital for the development of road safety policies and regulations. The main objective of this study is to assess the effectiveness of univariate Seasonal Autoregressive Integrated Moving Average (SARIMA) and Facebook (FB) Prophet models, with potential change points, in handling time-series road accident data involving seasonal patterns in contrast to other statistical methods employed by key governmental agencies such as Ghana's Motor Transport and Traffic Unit (MTTU).

Factors affecting access to dialysis for patients with end-stage kidney disease in Sub-Saharan Africa: A scoping review.

Aims: This scoping review examined the factors affecting access to dialysis for patients with end-stage kidney disease in Sub-Saharan Africa.

Design: Scoping review.

Methods: The scoping review is conducted following the Joanna Briggs Institute methodology for scoping reviews and modelled by Preferred Reporting Items for Systematic Reviews and Meta-analyses extension for scoping review.

Ghana's National Health Insurance Scheme: insights from members, administrators and health care providers.

The Ghana National Health Insurance Scheme (NHIS) was established as part of a poverty reduction strategy to make health care more affordable to Ghanaians. It is envisaged that it will eventually replace the existing cash-and-carry system. This paper examines the views of NHIS administrators, members/enrollees, and health care providers on how the Scheme operates in practice.

Ghana's National Health Insurance Scheme in the context of the health MDGs: an empirical evaluation using propensity score matching.

In 2003 the Government of Ghana established a National Health Insurance Scheme (NHIS) to improve health-care access for Ghanaians and eventually replace the cash-and-carry system. This study evaluates an important aspect of its promise in the context of the Millennium Development Goals #4 and #5 which deal with the health of women and children. We use Propensity Score Matching techniques to balance the relevant background characteristics in our survey data and compare health indicators of recent mothers who are enrolled in the NHIS with those who are not.