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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
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
...
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.
more
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
...
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.
more
Early Warning and Response to Outbreaks and other Public Health Events: A Guide provides practical guidance for strengthening early warning functions within existing public health surveillance systems in WHO’s South-East Asia Region. The document explains how countries can detect, verify, and resp
...
ond rapidly to outbreaks and other unusual public health events in line with the International Health Regulations (2005). It describes the five key steps of an Early Warning and Response (EWAR) system—information collection, signal detection, event verification, response, and communication—and outlines how to set alert thresholds, identify signals, and ensure timely reporting. The guide also includes recommendations for monitoring and evaluating system performance to improve timeliness, sensitivity, and overall effectiveness in preventing and controlling public health threats.
more
(GPMP) Guide 2021
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
...
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.
more
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
...
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.
more
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
...
tating field epidemiologists, surveillance officers and emergency responders.
more
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
...
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.
more
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.
The document “Pandemic Planning Response Guide” provides guidance for organizations on how to prepare for, respond to, and recover from a pandemic. It explains what a pandemic is and emphasizes the importance of advance planning to reduce disruptions to operations. The guide presents a structure
...
d response framework based on different pandemic phases—from early alert and pre-pandemic preparation to the active pandemic phase and the recovery period afterward. For each phase, it outlines triggers, strategic actions, and practical tasks organizations should implement, such as establishing communication plans, ensuring business continuity, supporting remote work, managing supply chains, and protecting employee health and safety. In addition, the guide discusses key planning considerations like crisis communication, mental health impacts, transportation disruptions, and workforce management. Overall, the document serves as a practical template to help organizations maintain essential services and adapt their operations during a global health emergency.
more
The Health Emergency and Disaster Risk Management
Chan E.Y.Y., Huang Z., Hung K.K.C. et al
United Nations Office for Disaster Risk Reduction UNDRR
(2022)
CC
An emerging framework for achieving synergies among the Sendai Framework, the 2030 Agenda for Sustainable Development, the New Urban Agenda and the Paris Agreement. This paper discusses the potential of the Health Emergency and Disaster Risk Management (Health-EDRM) Framework in promoting syne
...
rgies in pursing risk- resilient sustainable development pathways via conceptual analysis of the key roles of health and Health-EDRM in the major international risk-resilient and sustainable development agendas of the Sendai Framework, the 2030 Agenda for Sustainable Development, the New Urban Agenda and the Paris Agreement. It first analyses the Health-EDRM Framework, which is a comprehensive, systematic, cross-sectoral, and interdisciplinary endeavour of the World Health Organization and its health and non- health partners. The four key international risk-resilient and sustainable development agendas are then analysed in detail to explore how they can be interlinked and synergised under the Health-EDRM Framework.
more
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
...
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.
more
The NIAID Pandemic Preparedness Plan describes the strategy of the National Institute of Allergy and Infectious Diseases (NIAID) to strengthen research and development for future pandemic threats. The plan focuses on identifying and studying viruses with the potential to cause epidemics or pandemics
...
and developing medical countermeasures such as vaccines, therapeutics and diagnostics. A key concept is the research on “prototype pathogens,” which represent virus families that may cause future outbreaks, allowing scientists to prepare tools and knowledge in advance. The document also outlines the importance of surveillance, epidemiological research, technological innovation, clinical trials and international collaboration to enable a faster and more effective response to emerging infectious diseases. Overall, the plan aims to improve scientific preparedness so that new health threats can be detected earlier and controlled more rapidly.
more
PLoS ONE 18(12): e0295920. https://doi.org/10.1371/journal.pone.0295920. PLHIV were largely unaware and sceptical of U = U as the message appeared to contradict
the mainstream HIV prevention clinical guidance.
This guideline document is a publication of the National AIDS & STI Control Program, Ministry of Health
Kenya
Why we need Targets for 2025.
1.2020 Fast Track targets will soon elapse; 2. Current UNAIDS strategy concludes in 2021; 3. Informs possible UN General Assembly Special Session on AIDS in 2021; where a new Political Declaration on AIDS would be adopted; 4. Informs the strategies of other organisatio
...
ns (Global Fund, PEPFAR); . An updated set of programmatic targets for 2025 in needed to keep us on
track for 2030
more
medRxiv preprint;https://doi.org/10.64898/2026.02.18.26346597. This model application demonstrates that the sudden cessation of USAID and CDC
commitments in the largest HIV epidemic in the world leads to increased incidence and mortality
and threatens decades of progress in KZN, South Africa. Rest
...
oring funding within 12 months
and increasing efficiency of HIV interventions can reestablish KwaZulu Natal province, South
Africa’s trajectory toward EHE goals.
more
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
