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Digital Health Reviews (3631) mHealth in the Developing World/LMICs, Underserved Communities, and for Global Health (976) Natural Language Processing (1265) Public Health Informatics (544) Equity and Digital Divide (515) Clinical Informatics in Low-Resource Settings and the Developing World (178) Machine Learning (3128) Registered Report (1533) Digital Contact Tracing, Digital Proximity Tracing, Precision Public Health (186)

Published on in Vol 27 (2025)

This is a member publication of JISC

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/68720, first published .
Healthcare workers in masks and face shields check a person's temperature with a thermometer.

Natural Language Processing Technologies for Public Health in Africa: Scoping Review

Natural Language Processing Technologies for Public Health in Africa: Scoping Review

Authors of this article:

Songbo Hu1 Author Orcid Image ;   Abigail Oppong1 Author Orcid Image ;   Ebele Mogo2 Author Orcid Image ;   Charlotte Collins1 Author Orcid Image ;   Giulia Occhini1 Author Orcid Image ;   Anna Barford1 Author Orcid Image ;   Anna Korhonen1 Author Orcid Image
Article Authors Cited by (12) Tweetations Metrics

Journals

  1. Sintayehu A, Emiru E. Developing amharic text-based chatbot model for HIV/AIDS awareness and care using deep learning approaches. BMC Artificial Intelligence 2025;1(1) View
  2. Okorie C. The fair dealing/fair use landscape for artificial intelligence innovation and computational research in Africa. International Review of Law, Computers & Technology 2025:1 View
  3. Obote K, Kikwai B, Senagi K, Njiiri J, Olukuru J, Sevilla J. Bridging Swahili Communication Gaps: Real-Time Audio-to-Text Sentiment Analysis via Pre-trained NLP. American Journal of Artificial Intelligence 2025;9(2):167 View
  4. Jebbor I, Benmamoun Z, Hachimi H. Leveraging Digital Twins and Metaverse Technologies for Sustainable Circular Operations: a Comprehensive Literature Review. Circular Economy and Sustainability 2025;5(7):5795 View
  5. Gadepalli Sri Pratyak A. Artificial Intelligence in Clinical Decision-Making: Current Applications, Challenges, and Future Directions in Modern Healthcare. Cureus 2026 View
  6. Abdulbaaqee N, Mbewe W, Mack D, Toppin Dera N, Edward A. Intervention approaches to address allostatic load-associated health disparities across high income and low/middle- income countries: a scoping review. Critical Public Health 2026;36(1) View
  7. Dasgupta A, Xue Y, Tao K. Artificial Intelligence in Public Health: A Systematic Literature Review (Preprint). JMIRx Med 2025 View
  8. Cao Y, Shan J, Bao X, Jin M, Huai W, Jin Y, Jin Y, Zhang Z, Kuang J. Rethinking preventive medicine education after COVID-19: bridging training gaps in public health practice. Frontiers in Medicine 2026;13 View
  9. Kimera R, Kuyeso R, Maleka E, Tukamushaba F, William W, Mwavu R, Bamutura D, Ngonzi J, Ainomugisha B, Namuli A, Namiiro P, Nyakato C, Celi L, Kaggwa F. Dialogues of delivery: a multilingual question-answer dataset for maternal healthcare in East African languages. BMC Research Notes 2026;19(1) View

Books/Policy Documents

  1. Addie Y, McNealy J. Oxford Intersections: AI in Society. View
  2. Kaur P, Devi L, Sandhu R, Ghai D. Natural Language Processing for Healthcare. View

Conference Proceedings

  1. Coffie L, Kim J. 2026 IEEE/ACIS 24th International Conference on Software Engineering Research, Management and Applications (SERA). A Twi–English Maternal Health Language Model: Domain Adaptation, Instruction Tuning, and Code-Mixed Evaluation View