Oluwagbemi, O.; Onyeka, E.; Jatto, A.; Oluwagbemi, F.; Smith, S.; Oyelami, O.; Fatumo, S.

Multilingual voice-enabled informatics tools: catalyst for equitable AI in HIV and HIV-comorbidity healthcare management

Article

Oluwagbemi, O., Onyeka, E., Jatto, A., Oluwagbemi, F., Smith, S., Oyelami, O. and Fatumo, S. 2025. Multilingual voice-enabled informatics tools: catalyst for equitable AI in HIV and HIV-comorbidity healthcare management. PLoS ONE. 20 (10). https://doi.org/10.1371/journal.pone.0332573

ISSN
Type	Article
Title	Multilingual voice-enabled informatics tools: catalyst for equitable AI in HIV and HIV-comorbidity healthcare management
Authors	Oluwagbemi, O., Onyeka, E., Jatto, A., Oluwagbemi, F., Smith, S., Oyelami, O. and Fatumo, S.
Abstract	Human Immunodeficiency Virus (henceforth HIV) is a global health problem, presently with no known cure. Africa has one of the highest incidences of HIV. Nigeria, within the West African (WA) region, is one of the largest economies on the continent. However, the country continues to struggle with HIV, with approximately 2 million individuals currently infected and experiencing ongoing transmissions. Management of the disease has been difficult due to communication barriers between English-speaking medical practitioners and indigenous patients in rural and suburban regions of the country and bordering countries. In this paper, we used fuzzy logic and voice-enabled technology to create WAHMIDS (West African HIV and HIV-comorbidity Multilingual Indigenous Diagnostic Software) and WAHMIMA (West African HIV Multilingual Informatics Mobile Application), which are health apps designed to help diagnose HIV and manage related health issues in both rural and urban areas for people who speak different indigenous languages in West Africa. Additionally, illustrations of the application of this tool to HIV diagnosis, using existing HIV data, are demonstrated. We expect that these tools will assist English-speaking medical workers and inhabitants of West African communities in their efforts to control HIV transmissions. These informatics tools have the potential to help prescribe medications for HIV and HIV-comorbidity patients. We anticipate that these informatics tools will help address healthcare disparities and promote diversity, equality, and inclusion by reducing the gaps in healthcare delivery between different regions and facilitating the collection of diverse patient data, which is essential for developing and planning more inclusive and accurate healthcare strategies in the West African sub-region.
Sustainable Development Goals	3 Good health and well-being
Middlesex University Theme	Health & Wellbeing
Publisher	Public Library of Science
Journal	PLoS ONE
Electronic	1932-6203
Publication dates
Online	21 Oct 2025
Print	21 Oct 2025
Publication process dates
Submitted	03 Jul 2024
Accepted	01 Sep 2025
Deposited	22 Oct 2025
Output status	Published
Publisher's version	journal.pone.0332573.pdf License CC BY 4.0 File Access Level Open
Copyright Statement	© 2025 Oluwagbemi et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Digital Object Identifier (DOI)	https://doi.org/10.1371/journal.pone.0332573
PubMed ID	41118361
PubMed Central ID	PMC12539699
Web of Science identifier	WOS:001598166800001
National Library of Medicine ID	101285081

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