Artificial Intelligence for Public Health Surveillance in Africa: Applications and Opportunities

Jean Marie Tshimula, Mitterrand Kalengayi, Dieumerci Makenga, Dorcas Lilonge, Marius Asumani +26 more
8/5/2024
cs.LGcs.CL

No confident code implementation found for this paper. 3 possible matches can be shown below.

Abstract

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.

View on arXivView PDF

Code Implementations

No confident code match yet

We couldn't find an author-owned or strongly-evidenced community implementation for this paper. 3 weaker matches are hidden by default — verify before relying on them.

No code implementations found yet.

Know of an implementation? Let us know in the comments below!

Similar Papers

Cite this paper

@article{tshimula2024artificial,
  title  = {Artificial Intelligence for Public Health Surveillance in Africa: Applications and Opportunities},
  author = {Jean Marie Tshimula and Mitterrand Kalengayi and Dieumerci Makenga and Dorcas Lilonge and Marius Asumani and Déborah Madiya and Élie Nkuba Kalonji and Hugues Kanda and René Manassé Galekwa and Josias Kumbu and Hardy Mikese and Grace Tshimula and Jean Tshibangu Muabila and Christian N. Mayemba and D'Jeff K. Nkashama and Kalonji Kalala and Steve Ataky and Tighana Wenge Basele and Mbuyi Mukendi Didier and Selain K. Kasereka and Maximilien V. Dialufuma and Godwill Ilunga Wa Kumwita and Lionel Muyuku and Jean-Paul Kimpesa and Dominique Muteba and Aaron Aruna Abedi and Lambert Mukendi Ntobo and Gloria M. Bundutidi and Désiré Kulimba Mashinda and Emmanuel Kabengele Mpinga and Nathanaël M. Kasoro},
  year   = {2024},
  eprint = {2408.02575},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2408.02575v1}
}

Add a badge to your README

Shows whether official code is linked for this paper.

Code of Paper badge
[![Code of Paper](https://codeofpaper.com/badge/2408.02575.svg)](https://codeofpaper.com/paper/2408.02575)

Discussion