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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 “Communicable Disease Surveillance and Response Systems: A Guide to Planning” is a World Health Organization (WHO) guide designed to help countries develop and strengthen national surveillance and response systems for communicable diseases . It explains why surveillance is essential
...
for early detection of outbreaks, informed decision-making, and effective public health action, especially in the context of the revised International Health Regulations (2005).
The guide provides a structured approach to strategic and operational planning. It outlines how countries should assess their existing systems, define a vision and goals, identify expected key result areas (EKRAs), prioritize activities, set realistic targets, allocate resources, and monitor progress. It also includes practical tools such as templates, worksheets, and examples to support ministries of health in organizing planning workshops and developing multi-year strategic plans and annual operational plans. Overall, the document serves as a practical framework to improve preparedness, early warning, and response to public health emergencies.
more
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
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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 Private Sector Engagement Strategy on HIV, STIs and TB is a is a guide that is both comprehensive
and focused, and it is to be used by businesses and corporations to actively participate in the HIV, STIs
and TB and Noncommunicable diseases (NCDs) response. The goal of this strategy is to devel
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op a
culture in the workplace that actively promotes HIV, STIs and TB prevention, awareness, and support for
employees impacted by HIV, STIs and TB. The strategy incorporates several essential components, such
as those pertaining to prevention and education, accessibility to testing and treatment, reduction of stigma,
community participation, strategic alliances, employee empowerment and wellness, and data-driven
decision-making
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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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The document is a practical handbook developed by the European Centre for Disease Prevention and Control (ECDC) that provides guidance on how to design, plan, conduct, and evaluate simulation exercises in public health settings. Its main purpose is to help organisations improve their preparedness an
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d response to communicable disease outbreaks by using structured exercises as a training and evaluation tool. The handbook explains different types of exercises, outlines the steps involved in organising them, and highlights the importance of clear objectives, coordination, and evaluation. Overall, it aims to strengthen emergency preparedness by enabling organisations to identify weaknesses, improve collaboration, and enhance their ability to respond effectively to public health crises.
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The document presents a strategic framework by the World Health Organization for managing risks related to emergencies and disasters in the health sector. It highlights that such events (such as epidemics, natural disasters, or conflicts) have major impacts on health, healthcare systems, and societa
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l development. The framework proposes a comprehensive and proactive approach based on prevention, preparedness, response, and recovery, while emphasizing the importance of collaboration across different sectors and stakeholders. Its main objective is to reduce health risks, strengthen the resilience of communities and health systems, and improve health security at the global level.
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As countries presented their epidemiological and programmatic situations, and WHO summarized the global status of HAT, the central message was one of satisfaction with the remarkable progress towards elimination. A historically low number of cases was reported, despite maintaining high levels of act
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ive and passive screening in all accessible at-risk areas. In addition, 10 countries have been officially validated for the elimination of HAT as a public health problem.
Time was also devoted to reviewing progress and challenges in the areas of diagnostics, therapeutics and vector control interventions.
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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 2026 appeal seeks nearly US$ 1 billion to respond to 36 emergencies worldwide, including 14 Grade 3 emergencies requiring the highest level of organizational response. These emergencies span sudden-onset and protracted humanitarian crises where health needs are critical.
Global consultation report Lyon, France 12-15 December 2023
A reference guide for decision-makers that outlines key issues, checklists, and templates to consider when providing or receiving international aid.
This document suggests mechanisms that countries can use to respond to emergencies and disasters taking a whole of society and whole of government approach ensuring multisectoral engagement for health actions. It helps to run a participatory process of developing the national health response operati
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ons plan that brings together all relevant sectors, public health experts, civil society and the international community under government leadership and facilitate ownership, adoption, testing through simulation and finally successful implementation in responding to emergencies and disasters from multiple hazards.
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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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Sustaining HIV Community-led Responses: Technical guidelines for costing and budgeting
UNAIDS
(2026)
Community-led responses (CLRs) are a vital pillar of the HIV response and central to achieving national and global targets, including the 30-80-60 commitments outlined in the 2021 Political Declaration on HIV and AIDS. These guidelines provide practical, step-by-step methods for costing and budgetin
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g community-led responses (CLRs), tailored to the unique features of CLRs. They are designed for use by community-led organizations (CLOs), their partners, national governments, policy-makers, donors, and researchers involved in planning, implementing, financing or evaluating CLRs that address HIV.
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30 April 2020
| COVID-19: Essential health services
You can also register into a free online course
https://www.open.edu/openlearncreate/course/view.php?id=13
Guidelines for the Management of Snake-bites. 2nd edition
recommended
Word Health Organization Regional Office of South-East Asia
Word Health Organization Regional Office of South-East Asia
(2016)
C_WHO
Snakebites are well-known medical emergencies in many parts of the world, especially in rural areas. Agricultural workers and children are the most affected. The incidence of snakebite mortality is particularly high in South-East Asia. Rational use of snake anti-venom can substantially reduce mortal
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ity and morbidity due to snakebites. These guidelines are a revised and updated version of Regional Guidelines for the Management of snakebites published by the WHO Regional Office in South-East Asia in 2011. These guidelines aim to promote the rational management of snakebite cases in various health facilities where trained health functionaries and quality snake antivenom are available.
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Global update on HIV treatment 2013: Results, impact and opportunities
World Health Organization; UNICEF; UNAIDS
(2013)
Chapter 1 provides new data on the latest developments in the global treatment effort, highlighting positive trends as well as aspects that require improvement. Chapter 2 summarizes the impact of the scale-up in reducing AIDS-related mortality and new HIV infections. Chapter 3 examines the sequence
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of steps in the continuum of care from HIV diagnosis to successful provision of ART services and outlines key supportive innovations. Chapter 4 discusses the implications and anticipated impact of the new "Consolidated guidelines on the use of ARV drugs for treating and preventing HIV infection
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