Artificial Intelligence for Public Health Surveillance in Africa: Applications and Opportunities
Tshimula, Jean Marie, Kalengayi, Mitterrand, Makenga, Dieumerci, Lilonge, Dorcas, Asumani, Marius, Madiya, Déborah, Kalonji, Élie Nkuba, Kanda, Hugues, Galekwa, René Manassé, Kumbu, Josias, Mikese, Hardy, Tshimula, Grace, Muabila, Jean Tshibangu, Mayemba, Christian N., Nkashama, D'Jeff K., Kalala, Kalonji, Ataky, Steve, Basele, Tighana Wenge, Didier, Mbuyi Mukendi, Kasereka, Selain K., Dialufuma, Maximilien V., Kumwita, Godwill Ilunga Wa, Muyuku, Lionel, Kimpesa, Jean-Paul, Muteba, Dominique, Abedi, Aaron Aruna, Ntobo, Lambert Mukendi, Bundutidi, Gloria M., Mashinda, Désiré Kulimba, Mpinga, Emmanuel Kabengele, Kasoro, Nathanaël M.
–arXiv.org Artificial Intelligence
Artificial Intelligence (AI) is revolutionizing various fields, including public health surveillance. In Africa, where health systems frequently encounter challenges such as limited resources, inadequate infrastructure, failed health information systems and a shortage of skilled health professionals, AI offers a transformative opportunity. This paper investigates the applications of AI in public health surveillance across the continent, presenting successful case studies and examining the benefits, opportunities, and challenges of implementing AI technologies in African healthcare settings. Our paper highlights AI's potential to enhance disease monitoring and health outcomes, and support effective public health interventions. The findings presented in the paper demonstrate that AI can significantly improve the accuracy and timeliness of disease detection and prediction, optimize resource allocation, and facilitate targeted public health strategies. Additionally, our paper identified key barriers to the widespread adoption of AI in African public health systems and proposed actionable recommendations to overcome these challenges.
arXiv.org Artificial Intelligence
Aug-5-2024
- Country:
- Africa
- North Africa (0.04)
- Lesotho (0.04)
- Mali (0.04)
- Southern Africa (0.04)
- Sierra Leone (0.04)
- Sub-Saharan Africa (0.05)
- Burkina Faso (0.04)
- Ethiopia (0.04)
- Niger (0.04)
- Sudan (0.04)
- Kenya
- Homa Bay County > Homa Bay (0.04)
- Kisumu County > Kisumu (0.04)
- Turkana County (0.04)
- Cabo Verde (0.04)
- South Africa
- Gauteng (0.04)
- Western Cape > Cape Town (0.04)
- Côte d'Ivoire > Abidjan
- Abidjan (0.04)
- West Africa (0.05)
- Botswana (0.04)
- Guinea > Nzérékoré Region
- Nzérékoré Prefecture > Nzérékoré (0.04)
- Uganda > Central Region
- Mukono District (0.04)
- The Gambia (0.04)
- Nigeria
- Gombe State (0.04)
- Kano State > Kano (0.04)
- Ghana (0.05)
- Namibia (0.04)
- Middle East
- Zimbabwe (0.04)
- Rwanda (0.04)
- Mozambique (0.04)
- East Africa (0.04)
- Tanzania
- Arusha Region > Arusha (0.04)
- Manyara Region (0.04)
- Morogoro Region > Morogoro (0.04)
- Central Africa (0.04)
- Malawi (0.04)
- Liberia (0.04)
- Angola (0.04)
- Senegal (0.04)
- Cameroon (0.04)
- Burundi (0.04)
- Democratic Republic of the Congo
- Kasaï-Oriental Province > Mbuji-Mayi (0.04)
- Kinshasa Province > Kinshasa (0.04)
- North Kivu Province (0.04)
- Zambia > Southern Province
- Choma (0.04)
- Benin (0.04)
- Asia
- Pakistan (0.04)
- Cambodia (0.04)
- India > Maharashtra
- Mumbai (0.04)
- Japan > Kyūshū & Okinawa
- Kyūshū > Nagasaki Prefecture > Nagasaki (0.04)
- Bangladesh (0.04)
- Vietnam (0.04)
- Middle East
- Philippines (0.04)
- China
- Beijing > Beijing (0.04)
- Chongqing Province > Chongqing (0.04)
- Guangdong Province > Shenzhen (0.04)
- Taiwan (0.04)
- Southeast Asia (0.04)
- Afghanistan (0.04)
- Europe
- Austria (0.04)
- France > Grand Est (0.04)
- Middle East (0.04)
- Sweden > Värmland County
- Karlstad (0.04)
- Switzerland > Geneva
- Geneva (0.04)
- United Kingdom > England
- Oxfordshire > Oxford (0.04)
- Indian Ocean (0.04)
- North America
- Canada
- Ontario > National Capital Region
- Ottawa (0.04)
- Quebec
- Estrie Region > Sherbrooke (0.04)
- Montreal (0.04)
- Ontario > National Capital Region
- Trinidad and Tobago > Trinidad
- United States > Florida
- Miami-Dade County (0.04)
- Canada
- Pacific Ocean (0.04)
- South America > Brazil (0.04)
- Africa
- Genre:
- Overview (1.00)
- Research Report
- Experimental Study (1.00)
- New Finding (1.00)
- Industry:
- Health & Medicine
- Epidemiology (1.00)
- Health Care Technology > Telehealth (1.00)
- Public Health (1.00)
- Therapeutic Area
- Immunology > HIV (1.00)
- Infections and Infectious Diseases (1.00)
- Internal Medicine (1.00)
- Psychiatry/Psychology (1.00)
- Pulmonary/Respiratory Diseases (1.00)
- Vaccines (1.00)
- Health & Medicine
- Technology:
- Information Technology
- Artificial Intelligence
- Applied AI (1.00)
- Machine Learning
- Decision Tree Learning (0.68)
- Learning Graphical Models > Directed Networks
- Bayesian Learning (0.67)
- Neural Networks > Deep Learning (1.00)
- Performance Analysis > Accuracy (1.00)
- Statistical Learning (1.00)
- Natural Language (1.00)
- Representation & Reasoning > Uncertainty
- Fuzzy Logic (0.67)
- Communications > Social Media (0.93)
- Data Science > Data Mining (1.00)
- Artificial Intelligence
- Information Technology