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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
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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 “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
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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 document provides practical guidelines for conducting a national disaster risk assessment, developed by the United Nations Office for Disaster Risk Reduction. It emphasizes the importance of understanding disaster risk as a foundation for effective disaster risk management and sustainable develo
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pment. The guidelines outline a structured process that includes preparing and scoping the assessment, conducting risk analysis, and using the results to inform policy and decision-making. They promote a comprehensive, multi-hazard approach that considers vulnerabilities, exposure, and capacities, while encouraging collaboration among governments, experts, and stakeholders. Overall, the document aims to help countries build stronger systems for assessing and managing risks, thereby enhancing resilience and reducing the impacts of disasters.
more
This guide defines public spaces for children as those that can be easily and freely accessed and enjoyed by all children, either alone or with friends or family, regardless of gender,
ethnicity, sexuality, nationality, social status or physical ability. Whatever their context, these places are saf
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e from physical hazards (such as pollution, waste, traffic, falls or drowning risks); and social risks (such as crime, exclusion, or bullying). Whether they are streets, neighbourhoods, existing public open spaces, or the small, “liminal” spaces, such as stairwells or alleyways from which children carve out a place for themselves
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Key resources include the Manual for Disaster Response Teams, which helps experts plan public communication, exchange information, and manage media, ensuring crucial data reaches humanitarian actors
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. Storage tanks are required for collection of water from springs or water produced from continuous flow water
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treatment systems, e.g. from upflow clarifiers or slow sand filters. There should be sufficient storage volume to store all water produced overnight, as this is unlikely to be collected by users during the night. Storage tanks also have secondary functions such as ensuring a constant water supply to treatment processes, providing a level of treatment by settlement of larger suspended solids and maintaining pressure in distribution systems
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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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Oxfam Water Supply Scheme for Emergencies. 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. Wherever possible, water supplies in emergency conditions should
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be obtained from underground sources by exploitation of springs, tubewells, or dug wells. No filtration will then be needed. However, if sources are not available or cannot be developed, the use of surface water from streams, rivers, lakes or ponds becomes necessary. Usually these surface sources are polluted. The level of faecal contamination can be measured by use of the Oxfam/Delagua Water Test Kit (see Section C). Where a serious level of faecal pollution exists, it is essential firstly to try to reduce the cause of contamination, and secondly to treat the water to make it suitable for human consumption. The Filtration equipment provides a simple, long-term physical and biological treatment system that requires no chemicals (except small amounts of chlorine required during filter cleaning) and needs only simple regular maintenance
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Clinical Presentation and Management for Haiti Cholera Outbreak, 2010
The document provides detailed guidelines for diagnosing and managing cholera cases, with a focus on rehydration therapy and preventing dehydration-related fatalities. It outlines the use of oral rehydration salts (ORS), intrav
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enous fluids for severe dehydration, and appropriate antibiotics for severe cases. The guide also emphasizes the importance of hygiene, safe water usage, and monitoring patient recovery to effectively control cholera outbreaks. It is designed as a practical resource for healthcare workers and public health officials.
more
Version 2.0
This Clinic Supervisor’s Manual is helpful for focusing managers on the key elements of integrated primary health care as they simultaneously integrate new interventions for HIV/AIDS, tuberculosis, and malaria. This tool contains 12 sections. Section 1 explains how to use the manual. Section 2 hel
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ps the clinic supervisors organize their supervisory visit. The remainder of the sections focus on a number of key areas during a clinic supervision visit.
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An ALNAP Guide. Pilot Version.
This pilot guide is intended to help evaluation managers to commission and oversee, and team leaders to conduct, RTEs of humanitarian operational responses. Drawing on a synthesis of existing good practices, it sets out a flexible approach that can be adapted to a var
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iety of contexts. While it concentrates on the particular problems posed by RTEs undertaken within a few months of the start of an emergency response, it addresses how such RTEs can also feed into on-going operations. While the guide focuses on RTEs, some of the advice applies to all evaluations.
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Practical Guide to Mental Health Problems
recommended
This 88 page book is designed to help primary care workers understand mental health problems and how they can be treated. Mental health problems from childhood to old age are examined. The book focuses primarily on the Afghan culture but is also relevant to a wider community
Disinfect Reusable Supplies and Equipment
Management of Dead Bodies After Disasters: A Field Manual For First Responders. Second Edition
recommended
Proper and dignified management of the dead in disasters is one of the three key pillars of humanitarian response and a fundamental factor in facilitating identification of the deceased and helping families discover the fate of their loved ones. This second and updated edition of this hugely success
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ful manual provides practical and easy-to-follow guidelines on the recovery, documentation and storage of the remains of individuals who have died in disasters, helping first responders ensure that the dead are treated with respect and that information crucial for their subsequent identification is recorded. This revised edition incorporates experience gained in recent catastrophes, such as the 2013 Typhoon Haiyan in the Philippines, the 2014/15 Ebola epidemic in West Africa and the 2015 earthquake in Nepal.
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• provide scientific information on the safety, efficacy, and quality control/ quality assurance of widely used medicinal plants, in order to facilitate their appropriate use in Member States;
• provide models to assist Member States in developing their own mono- graphs or formularies for these
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or other herbal medicines; and
• facilitate information exchange among Member States.
more
Part 1 Definitions
