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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
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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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The document “Public Health Surveillance for Cholera – Guidance Document (2024)” provides practical recommendations for countries on how to design, implement, and strengthen cholera surveillance systems. Developed by the Global Task Force on Cholera Control (GTFCC), it outlines the minimum req
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uirements for detecting, confirming, reporting, and monitoring cholera cases and outbreaks.
The guidance explains the core functions of cholera surveillance, including case detection, laboratory testing (such as RDTs, culture, and PCR), routine data collection, outbreak notification, case and field investigation, data analysis, and performance monitoring. It also describes how surveillance strategies should be adapted depending on whether a country is experiencing no outbreak, clustered transmission, or community transmission.
Overall, the document aims to help countries establish adaptive, fit-for-purpose surveillance systems that enable early outbreak detection, guide timely response measures, and support long-term cholera control and elimination efforts.
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The document “Strategic Framework for Strengthening Cross-Border Surveillance and Information Sharing in Africa” outlines a coordinated strategy developed by Africa CDC to improve public health surveillance and collaboration across national borders in Africa. It addresses the challenge that infe
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ctious diseases often spread across borders due to population movement, trade, and migration, while surveillance systems and data-sharing mechanisms frequently remain nationally focused and fragmented.
The framework proposes strengthening regional coordination, harmonizing surveillance systems, enhancing information sharing between countries, and building laboratory and workforce capacity. It also emphasizes timely detection of cross-border health threats, joint outbreak investigations, and improved communication among Member States. Overall, the document aims to enhance preparedness, early warning systems, and collective response to public health threats across the African continent.
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Renforcement de la surveillance et du partage d’informations à l’échelle transfrontalière en Afrique
Le document intitulé « Strategic Framework for Strengthening Cross-Border Surveillance and Information Sharing in Africa » présente une stratégie coordonnée élaborée par Africa CDC afin d’améliorer la surveillance de la santé publique et la collaboration au-delà des frontières national
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es en Afrique. Il met en évidence le défi posé par le fait que les maladies infectieuses se propagent fréquemment au-delà des frontières en raison des mouvements de population, du commerce et des migrations, tandis que les systèmes de surveillance et les mécanismes de partage des données restent souvent centrés sur le niveau national et fragmentés.
Le cadre stratégique propose de renforcer la coordination régionale, d’harmoniser les systèmes de surveillance, d’améliorer le partage d’informations entre les pays et de développer les capacités des laboratoires ainsi que des ressources humaines. Il souligne également l’importance de la détection rapide des menaces sanitaires transfrontalières, des enquêtes conjointes sur les flambées épidémiques et d’une meilleure communication entre les États membres. Dans l’ensemble, le document vise à renforcer la préparation, les systèmes d’alerte précoce et la réponse collective aux menaces de santé publique sur le continent africain.
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The WHO publication “Surveillance, case investigation and contact tracing for mpox: interim guidance” provides updated global technical guidance on monitoring and responding to mpox (formerly known as monkeypox). It explains how countries should conduct surveillance to detect new outbreaks, car
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ry out case investigation including clinical assessment and lab specimen collection, and perform contact tracing to monitor people exposed to confirmed or probable cases in order to stop transmission and protect at-risk groups. The guidance includes practical recommendations for how long contacts should be monitored (e.g., daily for 21 days without requiring quarantine if symptom-free) and advising good hygiene and reduced exposure risk during the monitoring period. This interim guidance is intended to support public health authorities worldwide in strengthening mpox outbreak detection, response, and reporting.
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The document Integrated Disease Surveillance and Response Technical Guidelines, Booklet Four: Sections 8 and 9 (Third Edition, 2019) provides guidance for strengthening public health surveillance and response systems in the WHO African Region. It focuses on monitoring, supervision, evaluation, and f
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eedback mechanisms to improve the performance and quality of Integrated Disease Surveillance and Response (IDSR) systems. The text outlines key surveillance core functions—such as case detection, reporting, data analysis, outbreak investigation, preparedness, response, and feedback—and introduces indicators to measure system effectiveness, including timeliness, completeness, and data quality. Additionally, it discusses the implementation of electronic IDSR (eIDSR) to enhance real-time reporting and outbreak management. Overall, the booklet aims to strengthen early detection, rapid response, and health security capacity across all levels of the health system.
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This report examines how clinical trials contribute to environmental impacts and outlines key considerations for integrating environmental sustainability into trial design, conduct and oversight. It explores the carbon footprint and resource use associated with clinical research activities – inclu
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ding site operations, participant travel, supply chains, data management and waste – and highlights how these impacts intersect with climate change risks to health systems and research infrastructure.
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Despite gains in childhood survival, more effort is needed to improve the well-being of children with developmental delays and disabilities. All children, including children with developmental delays and disabilities, need nurturing care. Nurturing care can contribute to preventing developmental del
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ays and protect children who are exposed to risk factors, as well as improve functioning and long-term outcomes for children with developmental disabilities. This Brief outlines why and how nurturing care is relevant for children with developmental delays and disabilities. Recognizing that these children have diverse needs requiring different levels of coordinated and family-centred support, it recommends a set of actions to strengthen policies, services, communities and caregiver capabilities so that these children receive nurturing care.
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This Mobile user guidance is aimed at supporting implementation of EWARS in a box, WHO’s electronic early warning, alert and response system in emergencies. This guidance fulfills a long felt need to have an easy to use resource with step-by-step instructions in establishing EWARS in a box, facili
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tating field epidemiologists, surveillance officers and emergency responders.
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The document “Guidelines for the Investigation and Control of Disease Outbreaks” provides practical guidance for public health professionals on how to detect, investigate, and manage outbreaks of communicable diseases. It describes the key steps of outbreak investigation, including confirming th
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e outbreak, establishing a case definition, collecting epidemiological and laboratory data, identifying the source and mode of transmission, and implementing control measures. The guidelines also explain how to organize outbreak response teams, communicate findings, and document results in outbreak reports. Overall, the document aims to support systematic and effective outbreak investigations in order to control disease spread and protect public health.
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Outbreak Investigation, Response and Control – Module 8. Integrated Disease Surveillance Project: Training Manual for State & District Surveillance Officers
Integrated Disease Surveillance Project (IDSP)
Ministry of Health and Family Welfare, Government of India
(2005)
C2
The document “Outbreak Investigation, Response and Control – Module 8” is a training module from the Integrated Disease Surveillance Project (IDSP) designed to guide health officials in investigating and managing disease outbreaks. It explains the basic principles and steps of outbreak investi
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gation, including detecting unusual increases in disease cases, confirming diagnoses, collecting and analyzing epidemiological data, and identifying the source and mode of transmission. The module also describes appropriate control and prevention measures, emphasizes timely reporting and coordination within the surveillance system, and aims to strengthen the capacity of public health workers to effectively respond to infectious disease outbreaks at the district and state levels.
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Organisation mondiale de la Santé (2019). Guide pratique pour l’élaboration et la conduite d’exercices de simulation destinés à tester et à valider les plans de préparation à la grippe pandémique. Organisation mondiale de la Santé.
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
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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.
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The document “Strengthening the global architecture for health emergency prevention, preparedness, response and resilience” presents a report by the Director-General of the World Health Organization (WHO) to the World Health Assembly on global efforts to improve preparedness and response to heal
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th emergencies. It reviews the implementation of the Health Emergency Prevention, Preparedness, Response and Resilience (HEPR) framework and highlights lessons learned from recent crises such as COVID-19. The report describes international initiatives to strengthen global health governance, surveillance systems, laboratory networks, community protection measures, healthcare capacity and access to medical countermeasures like vaccines and diagnostics. It also discusses coordination of emergency responses, support for countries facing outbreaks or humanitarian crises, and the importance of international cooperation. In addition, the report emphasizes the need for sustainable and coordinated financing to strengthen global health security and ensure that countries can better prevent, detect and respond to future health threats.
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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
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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.
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Female genital mutilation (FGM) is a human rights violation deeply rooted in gender inequality and discrimination. FGM violates various human rights under international human rights law including, among others, the rights to equality, life and health and the rights to be free from discrimination, to
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rture and cruel, inhuman and degrading treatment. The failure by States to end this harmful practice against women and girls is a violation of States’ obligations to respect, protect and fulfil the enjoyment of all human rights. These obligations are accompanied by certain human rights accountability mechanisms that are critical in holding States to account for implementing their international and regional human rights obligations and commitments
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The decriminalization of drug use and possession for personal use, when implemented effectively, is a critical element in a human rights and public health-based HIV response. The group of countries that have adopted decriminalization models spans all continents. This document brings together differe
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nt approaches to and experiences of decriminalization of drug use and possession for personal use and provides recommendations for countries to ensure an enabling environment for the HIV response.
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The publication "Aligning national drought plans with global and national policy frameworks" provides governments and practitioners with practical guidance on how to align national drought plans (NDPs) with existing policy, legal and institutional frameworks to enable effective implementation. It po
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sitions policy alignment as a core requirement for moving from reactive drought response to proactive, risk-based drought management, in line with national development priorities and international commitments.The report presents two complementary methodologies that support alignment across both the planning and implementation phases of NDPs. A multicriteria assessment framework is used to review the quality, readiness and internal coherence of drought plans, while a policy alignment approach examines how drought is recognized and addressed across sectoral policies, institutional mandates and coordination mechanisms.
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The document provides guidance from the CDC on conducting an Operational Readiness Review (ORR) within the Public Health Emergency Preparedness (PHEP) cooperative agreement. It outlines the purpose, structure, and evaluation criteria used to assess whether public health systems are prepared to respo
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nd effectively to emergencies. The guidance describes required capabilities, review processes, and documentation expectations, helping jurisdictions demonstrate their readiness and identify areas for improvement in emergency preparedness and response.
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