[HTML][HTML] Application of deep learning techniques and Bayesian optimization with tree parzen Estimator in the classification of supply chain pricing datasets of health …

DO Oyewola, EG Dada, TO Omotehinwa, O Emebo… - Applied Sciences, 2022 - mdpi.com
From the development and sale of a product through its delivery to the end customer, the
supply chain encompasses a network of suppliers, transporters, warehouses, distribution …

[HTML][HTML] Ensemble machine learning for monkeypox transmission time series forecasting

EG Dada, DO Oyewola, SB Joseph, O Emebo… - Applied Sciences, 2022 - mdpi.com
Public health is now in danger because of the current monkeypox outbreak, which has
spread rapidly to more than 40 countries outside of Africa. The growing monkeypox …

[HTML][HTML] A non-randomized controlled trial to assess the protective effect of SMC in the context of high parasite resistance in Uganda

A Nuwa, K Baker, C Bonnington, M Odongo… - Malaria Journal, 2023 - Springer
Background Until recently, due to widespread prevalence of molecular markers associated
with sulfadoxine-pyrimethamine (SP) and amodiaquine (AQ) resistance in east and southern …

[HTML][HTML] Quantifying the impact of interventions against Plasmodium vivax: A model for country-specific use

C Champagne, M Gerhards, JT Lana, A Le Menach… - Epidemics, 2024 - Elsevier
In order to evaluate the impact of various intervention strategies on Plasmodium vivax
dynamics in low endemicity settings without significant seasonal pattern, we introduce a …

Modelling to support decisions about the geographic and demographic extensions of seasonal malaria chemoprevention in Benin

J Lemant, C Champagne, W Houndjo, J Aïssan… - medRxiv, 2024 - medrxiv.org
Background Seasonal malaria chemoprevention (SMC) has been implemented yearly in
northern Benin since 2019 to reduce the malaria burden in children under 5 years of age. Its …

Quantifying the impact of interventions against Plasmodium vivax malaria: a model for country-specific use

C Champagne, M Gerhards, J Lana, AL Menach… - medRxiv, 2023 - medrxiv.org
In order to evaluate the impact of various intervention strategies on Plasmodium vivax
dynamics, we introduce a simple mathematical model that can be easily adapted to country …

Results from phase one of a hybrid effectiveness-implementation study to assess the feasibility, acceptability and effectiveness of implementing seasonal malaria …

K Baker, IAP Tarquino, P Aide, C Bonnington, C Rassi… - 2024 - researchsquare.com
Methods A pragmatic type II hybrid effectiveness-implementation study design was adopted,
using mixed methods. The study was conducted in three districts, utilising:(1) non …

Framework Effectiveness and Prevalence in Public Policy: A survey of the field and a discussion of the need for an agent based systems approach

A Wen, A Hock, B Carver, A Ortega… - Journal of Systems …, 2022 - scienceopen.com
Policymakers have an important role in the comprehension and creation of adequate
political agendas that meet the needs of their constituency. Regardless of their specific field …

[HTML][HTML] The use of routine health facility data for malaria risk stratification in mainland Tanzania

SG Thawer - 2022 - edoc.unibas.ch
Since 2000, a renewed commitment in malaria control saw an increased investment of
funding to support various malaria control interventions across Africa. This resulted in …

A Cluster Randomised Controlled Trial to Evaluate the Effectiveness of Sulfadoxine-Pyrimethamine Plus Amodiaquine and Dihydroartemisinin-Piperaquine for …

A Nuwa, K Baker, R Kajubi, C Nnaji, K Theiss-Nyland… - papers.ssrn.com
Background: Seasonal malaria chemoprevention (SMC) with sulfadoxine-pyrimethamine
(SP) used in combination with amodiaquine (AQ)[SPAQ] has previously been shown to be …