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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 Africa, 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
Populations affected by emergencies are continually at risk of outbreaks of epidemic-prone diseases and other public health hazards. This operational guidance aims to guide decision-making on when and how to implement and strengthen Early Warning Alert and Response (EWAR) in preparation for and resp
...
onse to emergencies. Each module aims to provide updated operational guidance for EWAR practices, which may be more easily understood and applied during emergencies. Through its application, this operational guidance aims to contribute to:
- earlier detection of acute public health events
- earlier and more effective response
- reduced impact of emergencies on health
- increased trust of the population in the (public) health system
- fulfilling our collective commitments to the International Health Regulations (IHR,
2005).
This guidance was developed jointly by 69 experts from more than 20 organizations from global level to country level.
more
(GPMP) Guide 2021
World Health Organization (2018). A practical guide for developing and conducting simulation exercises to test and validate pandemic influenza preparedness plans.
Guide to revision of national pandemic influenza preparedness plans - Lessons learned from the 2009 A(H1N1) pandemic
Brown C., Ciotti M., Hegermann-Lindencrone M., et al
European Centre for Disease Prevention and Control (ECDC), WHO Regional Office for Europe
(2017)
C_WHO
The document “Guide to revision of national pandemic influenza preparedness plans – Lessons learned from the 2009 A(H1N1) pandemic” provides guidance for countries on how to improve and update their national pandemic preparedness plans. It is based on lessons learned from the 2009 influenza pa
...
ndemic and aims to help governments strengthen their readiness for future pandemics. The report outlines key components of effective pandemic planning, including risk assessment, coordination between sectors, communication strategies, healthcare system preparedness, vaccination and antiviral strategies, and business continuity planning. It also emphasizes the importance of international cooperation and flexible planning that can adapt to different pandemic scenarios. Overall, the guide serves as a framework to support countries in developing stronger, more coordinated responses to future influenza pandemics.
more
Southern African Journal of HIV Medicine
This document consolidates, for the first time, WHO recommendations on the prevention, testing, treatment and monitoring of hepatitis B and C, and includes testing strategies for hepatitis D. Drawing on a decade of evidence-based guidance issued between 2015 and 2025, it provides a single, practical
...
handbook to support global progress toward eliminating viral hepatitis by 2030.
The document also highlights simplified service delivery models that promote decentralization, integration with primary care and related programmes such as HIV and tuberculosis, as well as task sharing and differentiated care to expand access and improve efficiency. It further underscores the need for robust data and monitoring systems to support effective programme implementation.
more
The document is a report by an expert group that presents a framework for improving future pandemic preparedness and emergency response, particularly in the context of India but with relevance to global health systems. It analyzes lessons learned from COVID-19 and past epidemics, identifies key weak
...
nesses in areas such as governance, surveillance, data management, research, and coordination, and proposes a comprehensive strategy to address them. The report emphasizes the importance of early detection, strong public health infrastructure, coordinated governance, scientific innovation, and international collaboration. A central idea is the ability to respond effectively within the first 100 days of an outbreak by having systems, resources, and policies already in place. Overall, it aims to strengthen resilience and ensure faster, more efficient responses to future health crises.
more
This set of malaria guidelines is a revision to the Version 1.0 released in June 2022, and is intended for medical personnel working in limited-resourced setting of conflicts and emergencies
The Global hepatitis report 2026 provides the most comprehensive and up-to-date assessment of the global burden of hepatitis B (HBV) and hepatitis C (HCV), which together account for more than 95% of deaths related to viral hepatitis. Despite being preventable and treatable, viral hepatitis remains
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one of the leading infectious disease killers worldwide.
The report also highlights the progress in response efforts at global, regional and country levels, in the context of global commitments, strategies and targets.
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Preparedness and response to bacterial meningitis outbreaks: toolkit for frontline healthcare workers
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Designed as a suite of job aids on acute bacterial meningitis, this document serves as a resource for frontline healthcare professionals globally, including in settings where the risk of outbreaks and excess mortality is highest. With a primary focus on acute bacterial meningitis in children aged ov
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er 1 month, adolescents and adults, the toolkit provides clinical guidance on the causative pathogens, clinical manifestations, diagnostic investigations, antibiotic therapy, adjunctive treatment, supportive care, post-exposure antibiotic prophylaxis, and infection prevention and control in healthcare settings.
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This guidance addresses one type of generative AI, large multi-modal models (LMMs), which can accept one or more type of data input and generate diverse outputs that are not limited to the type of data fed into the algorithm. It has been predicted that LMMs will have wide use and application in heal
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th care, scientific research, public health and drug development. LMMs are also known as “general-purpose foundation models”, although it is not yet proven whether LMMs can accomplish a wide range of tasks and purposes.
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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
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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This toolkit lays out a framework for a waterborne disease investigation and consolidates resources to assist investigation activities.
The Waterborne Disease Outbreak Investigation Toolkit was designed to assist state and local health departments in conducting waterborne disease outbreak invest
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igations. Using experiences of epidemiologists at the state and local levels, this toolkit describes best practices in preparing for, identifying, and responding to a waterborne disease outbreak.
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30 April 2020
| COVID-19: Essential health services
SARS-CoV-2 molecular assay evaluation: results
recommended
FIND conducted independent evaluations at the University Hospitals of Geneva (HUG), to verify the limit of detection (LOD) and the clinical performance (as reported by the manufacturers) of the following molecular test kits. The LOD analysis was performed using cultured viral stocks from a clinical
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isolate from Switzerland, and quantified using an E gene standard. The clinical performance analysis was conducted on extracted samples from individuals suspected to have COVID-19 that were tested using an in-house PCR protocol that was optimized based on the Tib Molbiol assay.
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Научная справка
8 апреля 2020 г.
В ответ на растущую пандемию COVID-19 и нехватку ресурсов и реагентов для молекулярного тестирования, многие производители диагностич
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ских тестов разработали и начали продавать простые в использовании экспресс-системы, позволяющие выполнять тестирование вне лабораторий. Эти простые тестовые наборы основаны либо на обнаружении белков вируса COVID-19 в респираторных образцах (например, мокроте, мазке из зева), либо на обнаружении в крови или сыворотке человека антител, образующихся в ответ на инфекцию.
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