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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.
more
Artificial intelligence for tuberculosis control: a scoping review of applications in public health
Menon, S.; and K. Ghislein Kuro
(2025)
J Glob Health. 2025;15:04192. This scoping review highlights the potential of AI-driven predictions in national TB programmes to enhance diagnostics, track trends, and strengthen public health surve
...
illance. While promising for reducing transmission and support-
ing TB care in low-resource settings, these models require large-scale validation to ensure real-world applicability, especially for high-risk groups
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VillageReach recommended
the drone company Swoop Aero to the civil aviation authority in DRC. In
summer 2019, Swoop Aero conducted a series of test and demonstration
drone flights to deliver vaccines, syringes, medicines and other supplies from
Mbandaka town to the village of Widjifake, which is
...
six hours away by road,
but 20 minutes by drone.
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Efforts to address the health impacts of climate change increasingly require research agendas that reflect principles of equity and justice, particularly in response to concerns about research waste and the limited social relevance of some
...
health research. This perspective article examines how considerations of justice can inform the setting of research priorities in the intersecting fields of climate change and health, moving beyond purely technical approaches to knowledge production.
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The present ‘Guideline for the assessment of health risks’ serves
to implement the theoretical principles mentioned in practice and,
therefore, assure the quality of risk assessments and other health
...
statements published by the BfR
more
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
...
res of Excellence for public health in Africa.
more
Recognizing this need and the role of NPHIs in ensuring health security across the continent, the Africa CDC has prioritized the strengthening of NPHIs as a critical pillar of both the New Public Health
...
Order and the Africa CDC Strategic Plan 2023-2027. To aid the realization of this goal, the Africa CDC has developed a Plan for the Development of National Public Health Institutes in Africa 2025-2027. The goal is to ensure that NPHIs are not only present in every Member State but are also empowered with the necessary legal frameworks, resources and expertise to effectively lead Africa’s health security efforts.
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The webpage presents a guidance document developed by Uganda’s Ministry of Health for the assessment and management of healthcare workers who may have been exposed to Sudan Ebola Virus Disease (SVD) in the workplace. The document provides protocol
...
s for identifying and evaluating occupational exposure risks, monitoring exposed healthcare workers, and implementing appropriate infection prevention and control measures. Its main purpose is to support healthcare facilities in protecting staff, reducing the risk of transmission, and ensuring a safe and effective response to suspected Ebola exposures before infection is confirmed. The guidance specifically focuses on exposures related to the Sudan strain of the Ebola virus and serves as a practical tool for healthcare settings during Ebola outbreaks.
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This selected material from Hesperian's Community Guide to Environmental Health offers 48 pages of information on basic sanitation and hygiene, including instructions on building safe, affordable, environmentally-friendly sanitation systems, as well
...
as learning activities to help communities understand and prevent sanitation-related health problems. Also available in Spanish and French.
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COTS (Cholera Outbreak Training and Shigellosis) Program Health Promotion Worker Pocket Card
recommended
The COTS Cholera Outbreak Training and Shigellosis Program Pocket Card provides essential guidelines for health promotion workers to prevent and manage cholera and shigellosis outbreaks. It emphasizes proper sanitation, hygiene practices, safe water
...
handling, and food safety as the primary methods for disease control. Key recommendations include handwashing, disinfecting water with chlorine, using latrines, and ensuring safe food preparation. The document also outlines hospital policies, waste disposal procedures, and safety measures for healthcare workers dealing with diarrheal diseases. Additionally, it provides dehydration assessment guidelines, treatment protocols using Oral Rehydration Solution (ORS) and IV fluids, and appropriate antibiotic treatments for both cholera and shigellosis. The goal is to equip healthcare workers with quick-reference tools to effectively contain outbreaks and prevent further transmission.
more
Practical Guidelines for Infection Control in Health Care Facilities
recommended
Manju Vatsa, Duangvadee Sungkhobol, Sudarshan Kumari, et al.
WHO Western Pacific, Manila, and WHO South-East Asia, New Delhi
(2004)
C_WHO
An infection control programme puts together various practices which when used appropriately restrict the spread of infection
Revision for Field Review
Online version of the manual: https://iawgfieldmanual.com/manual
Adapted from the WHO's Decision-Making Tool for family
planning clients and providers
School Lessons Lesson 1: Water and Health
recommended
A manual intended for medical and other personnel responsible for humanitarian activities in armed conflicts. It covers the following topics: setting up a health-care system that meets the essential needs of war victims, particularly of displaced pe
...
rsons; public health tools most frequently used for evaluation, establishment of priorities, analysis of possible activities and their follow-up; protecting war victims and aspects of humanitarian law related to health; and lastly, ethical problems
more
This publications outlines the specific reproductive health needs of this cadre of adolescents and the programmatic responses that can be used to reach them.
Fertilizing Crops to Improve Human Health: A Scientific Review
IPNI, IFA
International Plant Nutrition Institute, International Fertilizer Industry Association
(2012)
C1
- The Role of Plant Nutrition in Supporting Food Security
- Micronutrient Malnutrition: Causes, Prevalence, Consequences and Interventions
- Fertilizer Application and Nutraceutical Content in
Health-Functional Foods
- Plant Nutrition and
...
Health Risks Associated with Plant Diseases
- Human Health Issues Associated with Nutrient Use in Organic
and Conventional Crop Production
more
Human Resource Capacity Development in Public Health Supply Chain Management: Assessment Guide and Tool
USAID; Deliver Project
(2013)
this toolkit presents a structured, rating-based methodology designed to provide a rapid, comprehensive assessment of the capacity of the human resource support system for a country’s supply chain. Data are gathered from a document review, focus group discussions, and in-country stakeholder interv
...
iews to identify the strengths, areas for improvement, opportunities, and challenges for a wide range of human resource inputs and components. The findings are transformed into specific recommendations and strategies for action based on an understanding of country priorities and programming gaps. It includes Word templates; PowerPoint templates and Exce-based Diagnostic Dashboard
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