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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.
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Good practice guide
Supporting community action on HIV, health and rights to end AIDS
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The Advancing Climate-Resilient Education Technical Guidance builds on the USAID 2022–2030 Climate Strategy and the 2018 USAID Education Policy to support USAID Missions and partners who seek to integrate climate action and awareness into education programs and are committed to achieving climate-r
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The guidance is designed for use at the activity design and monitoring and evaluation stages of the USAID Program Cycle. It does not prescribe new processes, but rather serves to aid Missions and partners in integrating climate considerations into existing processes
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This guidance is intended to be one stop shop to improve the quality and effectiveness of health interventions in emergency, to respond to the most frequent scenarios and conditions.
The main document contains the most common elements to be found in emergencies. As much as possible they are one pag
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e tables on one topic each with the key elements that ensure quality in column 2 of the table. Column 1 is about key information. Column 3 contains suggested indicators and column 4 helps decision making. This is a document to consult as needed, not really to read from front to last page
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This manual was developed based on the recommendations of a global technical consultation on child health in humanitarian emergencies co-organized by WHO and UNICEF at the end of 2003. WHO in collaboration with the Centre for Refugee and Disaster Response, Bloomberg School of Public Health, Johns Ho
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pkins University undertook a systematic review in 2004. It demonstrated that existing guidelines, including The Integrated Management of Childhood Illness (IMCI), do not cover all priority conditions in emergencies. The objective of this manual is to provide comprehensive guidance on child care in emergencies.
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Step-by-step risk management guidance for drinking-water supplies in small communities.
This manual is part of a series of guides devised by the Oxfam Public Health Engineering Team to help provide a reliable water supply for populations affected by conflict or natural disaster. The equipment is designed to be used with any or all of the following Oxfam water equipment: Water Pumping e
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quipment, Water Storage equipment, Water Filtration equipment, Water Distribution equipment, Hand-dug Well equipment, and Water Testing Kit. All are designed using available, easily transported equipment which is simple, rapidly assembled, and fully self-contained, to provide an adequate, safe water supply at moderate cost. The principles used in these packages may often be useful in long-term development projects.
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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.
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Aid Delivery Methods vol.1
Training module on malaria control
2nd edition
Background book on Management of the Child with a Serious Infection or Severe Malnutrition
A Global Campaign Against Epilepsy Demonstration Project
WHO/FAO/OIE Guidelines for the surveillance, prevention and control of taeniosis/cysticercosis
WHOFAO
(2005)
Biology, Diagnosis and Treatment, Epidemiology and Prevention
Improve identification, verification, communication and coordination.
