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2
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 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
This issue brief aims to provide a comprehensive overview of key publications, guidelines, and practical materials on malaria prevention, diagnosis, and treatment. The selected documents reflect current evidence and field-based experiences, supporting healthcare professionals, researchers, and publ
...
ic health authorities in their efforts to control and eliminate malaria.
more
Hand hygiene is a simple yet powerful tool in interrupting the transmission of the monkeypox virus (MPXV) and other infectious disease both in healthcare facilities and communities. However millions still lack access to basic hygiene services particularly in vulnerable and resource limited settings.
...
Governments must urgently ensure universal access to functioning hand hygiene stations in public and healthcare facilities, promote correct hand hygiene practices, and integrate hand hygiene into national polices and response strategies, to contain mpox. There is a need for multimodal approach- combining political leadership, availability of supplies, evidence based behavioral change strategies and strengthened healthcare practices is critical.
more
Primary Health-Care Services
recommended
In health emergencies as in periods of stability, restoring access to primary health-care services is a priority in so far as many health problems can be dealt with by means of preventive care and
conventional therapy. Depending on the context, the ICRC must often take action in this area, taking i
...
nto account the level of emergency, the involvement of other actors, the possible evolution of the situation and the organization's operational strategies.
more
A log frame is a simple table which identifies the logical relationship between essential elements of a project.
This ensures that the project is well designed, described objectively, can be monitored and evaluated and is clearly structured.
It is a framework used by many donors
Links to the Humanitarian Charter and international law
Part 3: Use Safe Burial Practices
Emergency Field Handbook
UNICEF
(2005)
A Guide for UNICEF Staff
Training Manual
The intention of this handbook on integrated vector management (IVM) is to provide
guidance to the managers of vector-borne disease control programmes, including
comparable officials in health and other sectors involved in vector-borne disease control.
The target audience is managers and official
...
s at central, district and lower administrative
levels. The handbook provides background information to complement the Core structure
for training curricula on integrated vector management and associated training materials.
A separate document, Guidance on policy-making for integrated vector management,
was prepared for policy-makers
more
Environmental Health Management After Natural Disaster
recommended
Ruth Newman, Richard Hansen, John Quigley and Don Schramm
Pan American Health Organization
(2003)
C_WHO
Natural disasters often increase morbidity and mortality rates. Taking appropriate measures to maintain environmental health helps to reduce or eliminate the risks of preventable disease and death. Such measures contribute not only to the health of individuals in and near disaster-stricken areas, bu
...
t they also contribute to decreasing the high costs of providing emergency health services in the aftermath of disaster.
This document is divided into several parts. The first section primarily addresses the effects of natural disasters on environmental health conditions and services. In the second section, environmental health measures are described that should be undertaken in each of three time frames: the predisaster, disaster, and postdisaster periods.
more
A Global Campaign Against Epilepsy Demonstration Project
The Cholera Outbreak Guidelines: Preparedness, Prevention, and Control provide a practical field guide for responding to cholera outbreaks. Developed by Oxfam GB, the guidelines combine lessons from past cholera interventions and best practices for effective outbreak management. The document outline
...
s key strategies, including preparedness planning, rapid response to outbreaks, water and sanitation improvements, hygiene education, and coordination among stakeholders. It covers both non-endemic and endemic cholera outbreaks, offering step-by-step guidance on surveillance, intervention, and monitoring. The aim is to ensure community-based, gender-sensitive, and rapid public health responses to control cholera and minimize mortality.
more
Guidelines for District Health Managers
Psychosocial Interventions. A handbook
recommended
International Federation Reference Centre for Psychosocial Support
International Federation of Red Cross and Red Crescent
(2009)
C2
