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Module 2.1
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 “Interim Guidelines – Infectious Disease Outbreak Response and Analytic System” published by the United Nations provides a framework for how UN missions and organizations should detect, report, analyze, and respond to infectious disease outbreaks. It outlines a coordinated system
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for monitoring health threats, collecting and analyzing epidemiological data, and guiding decision-making during outbreaks. The guidelines define roles and responsibilities for different actors within the UN system, describe procedures for outbreak reporting and risk assessment, and emphasize early detection, information sharing, and coordinated response measures to protect personnel and maintain operational continuity during public health emergencies.
more
The 2025 Impact Report summarises Malaria Consortium's year in numbers and includes a message from the Chief Executive.
Western Pacific surveillance and response journal: WPSAR Vol.14 No. 6, Special Edition, pp.1-17
This tool outlines the specific procedures, custom arrangements, and logistical considerations for incoming assistance in member countries
Lessons learned around RCCE in outbreak responses in East and Southern Africa recognise the need to learn from and strengthen national and cross-border collaboration in the face of frequent public health emergencies. In October 2023, One Health partners conducted a Simulation Exercise in the Mandera
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region between Ethiopia, Kenya, and Somalia to test cross-border readiness. One of the key recommendations from this workshop was that current and future agreements, plans, and SOPs on One Health Emergency Preparedness and Response (EPR) in all three countries should include RCCE for cross-border situations.
more
Lessons learned, ethical dilemmas, what failed, and what next? Presentation
A practical handbook. This Health Cluster Guide (2nd edition, 2020) provides practical advice on how WHO, Health Cluster Coordinators and partners can work together during a humanitarian crisis to achieve the aims of reducing avoidable mortality, morbidity and disability, and restoring the delivery
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of and equitable access to preventive and curative health care.
It highlights key principles of humanitarian health action and how coordination and joint efforts among health and other sector actors can increase the effectiveness and efficiency of health interventions and promote better health outcomes. It draws on Inter-Agency Standing Committee and other expert guidance and includes lessons from field experience in acute and protracted crises.
The coordination principles and practice presented in Health Cluster Guide are equally valid for coordinators and members of health sector groups that seek to achieve effective health action in countries where the cluster approach has not been formally adopted.
more
Essential Surgical Skills with special emphasis on Emergency Maternal & Child Health
Childhealth Advocacy International, Advanced Life Support Group
Advanced Life Support Group, Childhealth Advocacy International
(2007)
C1
The Practical Approach to Emergencies in the Pregnant Mother, Newborn infant and Child. Provder Manual
This guide provides a comprehensive overview of essential information related to immunization, including technical information about vaccines, a review of immunization program management best practices, guidance on the delivery of immunization services, monitoring and evaluation, disease surveillanc
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e, and the role of behavior change.
more
It is our hope and prayer that the guidance and multiple tools provided herein to manage
the entire lifecycle of a food security program are useful to our food security staff, our
local partners, and our fellow international Cooperating Sponsors throughout the world.
Hygiene Promotion In Emergencies
recommended
Communities affected by a disaster often lack basic water
and sanitation facilities. They are likely to be traumatized and
vulnerable to disease. Disruption of familiar practices or the
relocation to new environments can result in a deterioration
in existing hygiene behaviours. This, in turn, wi
...
ll contribute to
an increased risk of disease transmission and epidemics. This
technical note explains why hygiene promotion is important in
emergencies and describes how to carry it out.
more
Over the past few decades and throughout the world, the landscape of adolescent health has been altered dramatically. Currently, the total population of adolescents between the ages of 10 and 19 years is 1.2 billion – the largest generation of young people in history. The vast majority of adolesce
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nts (85%) live in developing countries where, in many areas, they make up more than a third of the population. They face a variety of different experiences given the diverse political, economic, social and cultural realities within their communities. Although, for many, adolescence is a period of learning and building confidence in a nurturing environment, for others it is a period of heightened risk and complex challenges.
more
2nd edition. The interagency field handbook on malaria control was developed to set out effective malaria control responses in humanitarian emergencies, particularly during the acute phase when reliance on international humanitarian assistance is greatest. This second edition represents a thorough u
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pdating and revision of the first edition. The structure remains similar, but includes an additional chapter on humanitarian coordination. All chapters have been revised to reflect changes in best practices, improvements in technologies, availability of new tools, and changes in WHO recommendations.
more
Refugee Health
recommended
An approach to emergency situations. Relief workers face rapidly changing and complex environments, new disease patterns, enormous humanitarian needs and relatively limited resources. The authors of this book use their experience in the area to produce an operational manual of the issues involved in
...
refugee health programs. This book is aimed at professionals involved in public health assistance to refugees and displaced persons. It deals with a variety of specific refugee health issues at the decisional level, and discusses the priorities of intervention during the different phases of a refugee crisis, from emergency to repatriation.
more
The Camp Managment Toolkit
recommended
Applicable to both IDP and refugee scenarios, the Toolkit incorporates a wide range of relevant information on managing displaced populations living in communal settings (collective centres, spontaneous sites, established camps, etc.). Large scale displacements caused by recent conflict and natural
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disaster events have created a high demand for the Toolkit, which has proven an invaluable resource for field practitioners, government actors and displaced populations since its original release in 2004.
Available in other languages
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