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Mourad, M. ORCID: https://orcid.org/0009-0007-0229-9308, Oladeji, O. ORCID: https://orcid.org/0009-0001-6021-0398, Gbadegeshin, G. ORCID: https://orcid.org/0009-0004-1936-3079, Alshamsi, O. ORCID: https://orcid.org/0009-0008-1827-4807, Olajumoke, Taiwo Fimihan ORCID: https://orcid.org/0009-0005-1249-1593 and Gbadegeshin, S. ORCID: https://orcid.org/0000-0001-5314-6554 (2026) Application of artificial intelligence in healthcare sector: A case study of predictive analytics model development for humanitarian healthcare system. African Journal of Science, Technology, Innovation and Development, Online (First). pp. 1-21. ISSN 2042-1338