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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 ultimate aim of the framework is to assist the user to thoughtfully, deliberately, ethically, and rationally determine whether or not the delivery of one or more vaccines to specific target populations during the acute phase of an emergency would result in an overall saving of lives, a reduction
...
in the population burden of disease, and generally more favourable outcomes than would otherwise be the case.
more
In the mid-1980s, recognizing the limitations of traditional training and that the knowledge and skills acquired are not necessarily applied back in the workplace, MSH developed the Monitoring‐Training-Planning (MTP) approach to assist the Ecuadorian Ministry of Health to implement its Child Survi
...
val Program. Using the MTP approach, staff me
mbers learn to mobilize their own resources and to improve, incrementally, the management of medicines and other pharmaceuticals at their own facility.
more
Family Planning
IPPF ESEAOR, UNFPA
(2008)
Training On The Misp For Sexual And Reproductive Health In Crisis Part 2
Community based psychosocial services in humanitarian assistance. A facilitator's guide
Agni, Kathy; et al.
LutherahjalpenChurch of Sweden; Norwegian Church Aid and Presbyterian Disasters Assistance
(2005)
C2
This expansive facilitator's guide deals with psychosocial interventions concerning multiple causes of trauma such as HIV and AIDS and post-conflict situations. The guide offers technical advice to the implementor which is usefully augmented by diagrams, ideas for games and other useful intervention
...
s
more
This manual is a guide to psychosocial interventions to help people cope with the emotional effects of disasters. Some are direct responses to the trauma of disasters, while others are longer-term responses. Even more than the physical effects of disasters, the emotional effects cause long-lasting s
...
uffering, disability and loss of income
more
Over the past 50 years, dengue has spread from nine to over a hundred countries, making it the most rapidly spreading vector-borne disease. Yet, dengue continues to have a low profile among policy-makers and donors and does not receive the media attention it deserves. While there is no vaccine or cu
...
re for dengue, it can be managed and prevented. We need a renewed commitment to integrated programming that includes improved management and diagnosis, increased awareness and community participation in controlling the vector and enhanced environmental sanitation
more
Available in: English, French, Chinese, Spanish, Russian, Arabic, Thai, Korean, Tajik, Vietnamese, Uzbek
http://www.who.int/disabilities/cbr/guidelines/en/
Assessing the socio-economic impacts of Ebola Virus Disease in Guinea, Liberia and Sierra Leone
UNDP
(2014)
The Road to Recovery. This synthesis report is based on three national studies on the evolution of the Ebola epidemic and its impact on Guinea, Liberia and Sierra Leone
Global Technical Strategy for Malaria 2016–2030, 2021 Update
Pedro Alonso, Kevin Baird, David Brandling-Bennett et al.
World Health Organization (WHO)
(2022)
C_WHO
This updated version, endorsed by the World Health Assembly in May 2021 through resolution WHA74.9, reflects lessons learned in the global malaria response over the last 5 years. While the milestones and targets remain the same, the approaches to tackling the disease, in some areas, have evolved to
...
keep pace with the changing malaria landscape.
more
Early detection, assessment and response to acute public health events:
Advising principles. The purpose of this document is to support competent authorities in charge of IHR implementation to improve national capacities for the prevention, detection and control of events, by strengthening communications and coordination between points of entry and the national health s
...
urveillance system
more
The funding requested in this supplementary appeal will enable UNHCR to enhance preventive, preparedness and response measures against EVD, participate in the regional and country inter-agency response and ensure continuity of operations, including preparations for the resumption of the voluntary re
...
patriation of Ivorian refugees, in the face of the Ebola crisis
more
