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Review Article

Agentic AI for Modern Healthcare: A Comprehensive Review

Dr. Prerna Agrawal1
1 GLS University, FCAIT-PG, Ahmedabad, India.

Published Online: January-April 2026

Pages: 125-129

References

1. S. Banerjie, Y. Zhu, I. Freeman, J. Villa Machado, A. Ahmed, A. Sarker, and M. Al-Garadi, “Agentic AI in healthcare: A comprehensive survey of foundations, taxonomy, and applications,” TechRxiv, preprint, 2025, doi: 10.36227/techrxiv.176238073.31262603.
2. S. Murumkar, “Agentic AI-driven data product for automated healthcare insights generation,” Int. J. Artif. Intell., Data Sci., Mach. Learn., vol. 6, no. 1, pp. 226–230, 2025, doi: 10.63282/3050-9262.IJAIDSML-V6I1P125.
3. R. A. Khalil, K. Ahmad, and H. Ali, “Redefining elderly care with agentic AI: Challenges and opportunities,” IEEE Open J. Comput. Soc., vol. 7, pp. 326–? 2026, doi: 10.1109/OJCS.2026.3650842.
4. A. K. Pati, “Agentic AI: A comprehensive survey of technologies, applications, and societal implications,” IEEE Access, vol. 13, pp. 151824–? 2025, doi: 10.1109/ACCESS.2025.3585609.
5. A. Abdollahi, M. A. Rezaei, X. Wang, S. He, S. M. Ayyoubzadeh, Y. Nie, and H. Chen, “The next paradigm in medical AI: A survey of agentic AI in biomedicine,” TechRxiv, preprint, 2025, doi: 10.36227/techrxiv.176472621.18843904.
6. A. Gorenshtein, M. Omar, B. S. Glicksberg, G. N. Nadkarni, and E. Klang, “AI agents in clinical medicine: A systematic review,” medRxiv, preprint, 2025, doi: 10.1101/2025.08.22.25334232.
7. A. Singh, “Future prospects of agentic RAG in medical research,” SSRN Electron. J., working paper, 2025. [Online]. Available: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5212343
8. L. Laranjo, A. G. Dunn, H. L. Tong, A. B. Kocaballi, J. Chen, R. Bashir, D. Surian, B. Gallego, F. Magrabi, A. Y. S. Lau, and E. Coiera, “Conversational agents in healthcare: A systematic review,” J. Amer. Med. Inform. Assoc., vol. 25, no. 9, pp. 1248–1258, 2018, doi: 10.1093/jamia/ocy072.

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