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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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The Gender Assessment Tool for National HIV Responses (Gender Assessment Tool) is intended to assist countries in assessing their HIV epidemic, context and response through an intersectional gender lens, with the aim of strengthening gender-transformative, equitable and rights-based HIV responses. T
...
he 2025 tool places greater emphasis on cost-effectiveness, alignment with national plans, integration and sustainability. Together with a new costing tool and monitoring and evaluation plan template, it is designed to inform the development of country investment cases, funding requests to the Global Fund to Fight AIDS, Tuberculosis and Malaria, and other key national opportunities.
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HIV Country Intelligence - HIV Country Profiles
HIV Country Intelligence - HIV Country Profiles
HIV Country Intelligence - HIV Country Profiles
