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The paper “Artificial Intelligence for Public Health Surveillance in Africa: Applications and Opportunities” examines how artificial intelligence (AI) can improve public health systems across Af
...
rica, particularly in low-resource settings. It explores how machine learning and other AI techniques are being used for disease detection, outbreak prediction, real-time surveillance, and health resource management.
The authors focus on major public health challenges such as HIV, cholera, Ebola, measles, tuberculosis, malaria, COVID-19, and mental health. Through numerous case studies, the paper shows that AI can enhance the accuracy and speed of disease detection, predict outbreaks more effectively than traditional methods, support vaccination strategies, and optimize healthcare resource allocation. At the same time, it discusses important barriers to implementation, including limited data quality, infrastructure constraints, ethical concerns, and shortages of technical expertise.
Overall, the paper highlights AI’s strong potential to strengthen disease surveillance and health outcomes in Africa while emphasizing the need for careful integration, improved data systems, and supportive policy frameworks.
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This edition provides detailed guidance on essential components such as infrastructure, human resources, equipment, logistics, governance, and monitoring and evaluation (M&E). These elements are crucial for the successful establishment and sustainable operation of NPHIs, which are envisioned as Cent
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res of Excellence for public health in Africa.
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As Russia's invasion of Ukraine progresses, the civilian population and the Armed Forces face enormous challenges. It is unsurprising that people's mental health deteriorate in such conditions. This Issue Brief provides publications and informative
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resources highlighting the impact on Mental Health.
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BMJ 2019;365:l1807 doi: 10.1136/bmj.l1807 (Published 8 May 2019)
Environmental pollution, protection, quality and sustainability
Community Assessment For Public Health Emergency Response (Casper) Toolkit; third edition 3.2
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This guide can inform any partner that manages or supports public health supply chains. Ministries of health, technical assistance partners, or non-governmental organization (NGO) operating distribu
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tion systems can all benefit from conducting a costing exercise and can use the material presented in this guide to support their efforts.This guide serves as a companion to the project’s manual for the Supply Chain Costing Tool (SCCT), an Excel-based software application that supports supply chain costing analysis efforts. However, this guide presents a methodology that does not assume use of any particular costing.
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This report documents the secondary humanitarian problems and impacts of large-scale Ebola outbreak on the different humanitarian sectors, to provide a non-exhaustive plan to help future responders. A large scale Ebola outbreak, in this document, refers to an epidemic with an unprecedented scale, ge
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ographical spread and duration.
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These guidelines were written for anyone trying to meet and solve the challenges of operating a warehouse today. They are an important reference tool for managers and staff, whether they are constructing a new warehouse, implementing a new warehouse system, or redesigning their current system.
G ... uidelines for Warehousing Health Commodities is for use by supply chain managers, logistics advisors, and warehouse managers who want to improve and increase efficiency in their current health commodity warehouse. more
G ... uidelines for Warehousing Health Commodities is for use by supply chain managers, logistics advisors, and warehouse managers who want to improve and increase efficiency in their current health commodity warehouse. more
Engaging Men and Boys for Gender Equality and Sexual and Reproductive Health and Rights. A tool for Action.
Promundo, UNFPA
(2016)
This tool is a living document that provides guidance on good partnership practices that promote strong relationships between civil society organizations and government representatives on engaging men and boys in gender equality and sexual and reproductive
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health and rights
(SRHR). Its goal is to strengthen these partnerships in order to enable the scale up and/or institutionalization of evidence-based approaches to engaging men and boys.
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This publication provides guidance to governments, civil society organizations (nongovernmental organizations and community-based organizations) and other partners implementing HIV prevention, care and treatment programs with key populations. This g
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uide is designed to assist these programs in the development of monitoring systems for frontline workers (such as peer outreach workers, staff outreach supervisors and program managers) to understand performance. It includes comprehensive tools and forms that various levels of staff can use to collect and analyze data to manage and improve a program.
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