Intelligent Healthcare Ecosystem: The Convergence of AI Agents, Clinical Expertise, and Patient Care
DOI:
https://doi.org/10.32628/CSEIT25112736Keywords:
Healthcare Automation, Artificial Intelligence, Clinical Decision Support, Administrative Efficiency, Intelligent Healthcare SystemsAbstract
The integration of Agentic Process Automation (APA) in healthcare represents a revolutionary approach to addressing industry challenges through intelligent, semi-autonomous systems. This comprehensive article examines how APA transcends traditional automation by leveraging advanced artificial intelligence capabilities to transform both administrative and clinical processes. The article explores APA's applications across electronic health record management, patient scheduling, insurance processing, compliance monitoring, diagnostic assistance, treatment planning, predictive analytics, and real-time monitoring. Implementation strategies, challenges, and outcomes are thoroughly evaluated, highlighting significant improvements in efficiency, patient satisfaction, clinical outcomes, and cost-effectiveness. The article further explores emerging technologies integrating with APA and provides strategic recommendations for healthcare organizations navigating this technological evolution. This article demonstrates how APA serves as a cornerstone for developing intelligent healthcare ecosystems that optimize both individual patient care and system-level performance while advancing the quadruple aim of healthcare.
Downloads
References
Donald M. Berwick et al., "Eliminating Waste in US Health Care," JAMA, vol. 307, no. 14, pp. 1513-1516, 2012. https://jamanetwork.com/journals/jama/article-abstract/1148376
Grand View Research, "Global AI in Healthcare Market Outlook Report, 2023-2030," Grand View Research, 2023. https://www.grandviewresearch.com/horizon/outlook/ai-in-healthcare-market-size/global
Julia Adler-Milstein and Robert S Huckman, "The Impact of Electronic Health Record Use on Physician Productivity," The American Journal of Managed Care, vol. 19, no. 10, pp. SP345-SP352, 2013. https://www.ajmc.com/view/the-impact-of-electronic-health-record-use-on-physician-productivity
Thomas Davenport and Ravi Kalakota, "The potential for artificial intelligence in healthcare," Future Healthcare Journal, vol. 6, no. 2, pp. 94-98, 2019. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6616181/
David U. Himmelstein et al., "Health Care Administrative Costs in the United States and Canada, 2017," Annals of Internal Medicine, vol. 172, no. 2, pp. 134-142, 2020. https://www.acpjournals.org/doi/10.7326/M19-2818
Eric J. Topol, "High-performance medicine: the convergence of human and artificial intelligence," Nature Medicine, vol. 25, no. 1, pp. 44-56, 2019. https://www.nature.com/articles/s41591-018-0300-7
Andrew L. Beam and Isaac S. Kohane, "Big Data and Machine Learning in Health Care," JAMA, vol. 319, no. 13, pp. 1317-1318, 2018. https://jamanetwork.com/journals/jama/article-abstract/2675024
Rainu Kaushal et al., "Return on investment for a computerized physician order entry system," Journal of the American Medical Informatics Association, vol. 13, no. 3, pp. 261-266, 2006. https://pmc.ncbi.nlm.nih.gov/articles/PMC1513660/
Isaac S. Kohane et al., "A Glimpse of the Next 100 Years in Medicine," New England Journal of Medicine, vol. 367, no. 26, pp. 2538-2539, 2012. https://www.nejm.org/doi/full/10.1056/NEJMe1213371#:~:text=The%20medicine%20of%20the%20future%20will%20not%2C%20of%20course%2C%20solve,caring%20heath%20professional%20can%20deliver.
David W Bates et al., "Ten Commandments for Effective Clinical Decision Support: Making the Practice of Evidence-Based Medicine a Reality," Journal of the American Medical Informatics Association, vol. 10, no. 6, pp. 523-530, 2003. https://pmc.ncbi.nlm.nih.gov/articles/PMC264429/
Catherine M. DesRoche et al., "Health Information Technology in the United States: Progress and Challenges Ahead 2014," Robert Wood Johnson Foundation, 2015. https://ideas.repec.org/p/mpr/mprres/f95ed120718f4601ab79f9067bd96d5e.html
Xiaojing Dong and Shelby H. Mcintyre, "The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies," Researchgate, 2014. https://www.researchgate.net/publication/266742603_The_Second_Machine_Age_Work_Progress_and_Prosperity_in_a_Time_of_Brilliant_Technologies
Eric. Topol, "Deep Medicine: How Artificial Intelligence Can Make Healthcare Human Again," Basic Books, 2019. https://www.amazon.in/Deep-Medicine-Artificial-Intelligence-Healthcare-ebook/dp/B07FMZZ7NT
Downloads
Published
Issue
Section
License
Copyright (c) 2025 International Journal of Scientific Research in Computer Science, Engineering and Information Technology

This work is licensed under a Creative Commons Attribution 4.0 International License.