cirpublications.com-CafX-1790899047-g184687825 1790899047 Clinical Intelligence Research Press info@cirpublications.com Clinical Intelligence Research Press Journal of Health Informatics and Digital Systems J. Health Inform. Digit. Syst. 3149-8973 2025 5 2 Nguyen Van Nam Tran Thi Hoa Le Minh Duc 2025 10.68159/g184687825 https://cirpublications.com/pub/journal/2/article/g184687825 Ogundeko-Olugbami O, Ogundeko O. AI-enhanced predictive analytics systems combatting health disparities while driving equity in US healthcare delivery. World J Adv Res Rev. 2025;25(1):2067-84. 10.30574/wjarr.2025.25.1.0298 Adepoju B. Machine learning and predictive technology to enhance epidemiological surveillance and health outcomes in vulnerable populations. Int J Eng Technol Res Manag. 2023;7(2):45-56. Rinky AI, Ahmed S. Developing AI-driven community health dashboards for real-time disparity analysis and intervention. J Multidiscip Res. 2025;12(3):112-25. Thomasian NM, Eickhoff C. Advancing health equity with artificial intelligence. J Public Health Policy. 2021;42(4):539-49. 10.1057/s41271-021-00307-x Saadatzadeh R. The future of public health: integrating artificial intelligence in disease surveillance and prevention. J Foresight Health Gov. 2024;5(1):23-34. Iqbal A, Khan AH, Tanveer H, Adam MA, Faheem M. Artificial intelligence in health monitoring: a detailed study of current challenges and promising solutions to improve healthcare. Int J Multidiscip Res Growth Eval. 2025;6(4):1-10. 10.54660/IJMRGE.2025.6.4.1-10 da Silva JB Jr, Lima NT, Haddad AE, Gross Galiano S, Garcia Saiso S, Lou Valdez M, et al. From national and regional commitments to global impact: artificial intelligence for equitable public health at the G20. Rev Panam Salud Publica. 2024;48:e73. 10.26633/RPSP.2024.73 Mendes VIS, Mendes BMF, Moura RP. Harnessing artificial intelligence for enhanced public health surveillance: a narrative review. Front Public Health. 2025;13:1601151. 10.3389/fpubh.2025.1601151 Osonuga A, Osonuga AA, Fidelis SC. Bridging the digital divide: artificial intelligence as a catalyst for health equity in primary care settings. Int J Med Inform. 2025;204:106051. 10.1016/j.ijmedinf.2025.106051 Fisher E, Flynn MA, Pratap P, Vietas JA. Occupational safety and health equity impacts of artificial intelligence: a scoping review. Int J Environ Res Public Health. 2023;20(13):6221. 10.3390/ijerph20136221 Gallifant J, Kistler EA, Nakayama LF, Zera C, Kripalani S, Ntatin A, et al. Disparity dashboards: an evaluation of the literature and framework for health equity improvement. Lancet Digit Health. 2023;5(11):e831-e839. 10.1016/S2589-7500(23)00150-4 Weinberger N, Hery D, Mahr D, Adler SO, Stadlbauer J, Ahrens TD. Beyond the gender data gap: co-creating equitable digital patient twins. Front Digit Health. 2025;7:1584415. 10.3389/fdgth.2025.1584415 Vishwanatha JK, Christian A, Sambamoorthi U, Thompson EL, Stinson K, Syed TA. Community perspectives on AI/ML and health equity: AIM-AHEAD nationwide stakeholder listening sessions. PLOS Digit Health. 2023;2(6):e0000288. 10.1371/journal.pdig.0000288 Wesson P, Hswen Y, Valdes G, Stojanovski K, Handley MA. Risks and opportunities to ensure equity in the application of big data research in public health. Annu Rev Public Health. 2022;43(1):59-78. 10.1146/annurev-publhealth-051920-110928 German JC, Stirling A, Gorgone P, Brucker AR, Huang A, Dash S, et al. Interactive visualization tool to understand and monitor health disparities in diabetes care and outcomes. J Clin Transl Sci. 2024;8(1):e102. 10.1017/cts.2024.542 Dankwa-Mullan I. Health equity and ethical considerations in using artificial intelligence in public health and medicine. Prev Chronic Dis. 2024;21:240245. 10.5888/pcd21.240245 Panahi O. Navigating the AI landscape in healthcare and public health. Mathews J Nurs Health Care. 2025;7(1):56. 10.30654/MJNH.100056 Dychiao RG, Nazer L. Artificial intelligence and global health equity. BMJ. 2024;387:q2194. 10.1136/bmj.q2194 Bazzano AN, Mantsios A, Mattei N, Kosorok MR, Culotta A. AI can be a powerful social innovation for public health if community engagement is at the core. J Med Internet Res. 2025;27:e68198. 10.2196/68198 Zartashea F. Bias and fairness in AI-driven healthcare: addressing disparities in machine learning models. Int J Sci Res Arch. 2023;9(1):835-46. 10.30574/ijsra.2023.9.1.0359 Dankwa-Mullan I, Redd T, Lebooa C, Kawuki J, Masoud N. A proposed framework on integrating health equity and racial justice into the artificial intelligence development lifecycle. J Health Care Poor Underserved. 2021;32(2):300-17. 10.1353/hpu.2021.0065 Saadatzadeh R. The role of artificial intelligence in global health surveillance. World J Adv Res Rev. 2024;24(2):1772-8. 10.30574/wjarr.2024.24.2.3528 Lakshminarayanan V, Capuruço RA, Habibi Lashkari A. Health care equity through intelligent edge computing and augmented reality/virtual reality: a systematic review. J Healthc Inform Res. 2023;7(1):93-125. 10.1007/s41666-022-00149-7 Singh MP, Aggarwal A. Ethical integration of artificial intelligence in healthcare: narrative review of global challenges and strategic solutions. Cureus. 2025;17(1):e52280. 10.7759/cureus.52280 Keskinbora K. Reframing artificial intelligence for global health equity and human rights. J Health Sci Med. 2024;7(3):402-7. 10.32322/jhsm.1457950 Panahi O. Digital health equity: leveraging IT and AI for community well-being. Ann Community Med Prim Health Care. 2025;3(1):1028. Surya Prabha D. AI-enabled diagnostic platforms for real-time disease detection in remote and underserved areas. IOSR J Mech Civ Eng. 2023;20(1):47-56. 10.9790/1684-2001034756 van Kolfschooten H. The AI cycle of health inequity and digital ageism: mitigating disparities through EU law. J Law Biosci. 2023;10(2):lsad031. Siddik M. A framework for transparency and bias mitigation. CEUR Workshop Proc. 2024;3910:76-85.