TRANSFORMATIVE IMPACT OF GENERATIVE AI ON HEALTHCARE
Keywords:
Generative AI, Healthcare Industry, Patient Care, Medical Research, Ethical ConsiderationsAbstract
The application of Generative Artificial Intelligence (AI) in healthcare is revolutionizing medical diagnostics, treatment personalization, drug discovery, and patient care management. This paper discusses the transformative effects of generative AI technologies, including their potential to significantly improve predictive analytics, create personalized medicine, and enhance patient engagement. The paper presents a comprehensive analysis supported by case studies and statistics.
References
M. Korach, T. Idan and L. Shalom, "Generative AI for Predicting Cancer Treatment Outcomes," Journal of Clinical Oncology, vol. 37, no. 15, pp. 1558-1566, 2020.
H. Li, F. Zhou, and J. Li, “Advancements in AI-Based Diagnostic Imaging,” Radiology, vol. 295, no. 3, pp. 487-497, June 2022.
A. Davis, B. Carter, and M. Gomes, "Machine Learning in Personalized Medicine: Overcoming Data Challenges in Treatment Planning," Journal of Personalized Medicine, vol. 10, no. 4, pp. 23-34, 2021.
L. Zhang, W. Wang, "Generative Models for Drug Discovery: A Comprehensive Review," Pharmaceutical Research, vol. 38, pp. 565-579, April 2023.
P. Kumar and A. Lee, "Impact of Artificial Intelligence on Patient Outcomes in Healthcare," New England Journal of Medicine, vol. 382, pp. 2532-2542, May 2021.
S. Gupta, J. Tan, "Ethical Implications of AI in Healthcare Settings," Bioethics, vol. 34, no. 6, pp. 621-627, November 2020.
C. Song, Y. Park, and H. Jiang, "AI-Driven Healthcare: Integrating Machine Learning in Medicine," IEEE Transactions on Medical Robotics and Bionics, vol. 2, no. 3, pp. 347-359, August 2021.
M. Thompson, R. Smith, "Generative AI for Chronic Disease Management: Diabetes and Hypertension Focus," Journal of Medical Internet Research, vol. 22, no. 1, e17688, January 2021.
D. Richards, S. King, "AI and the Future of Medical Treatment Personalization," Future Healthcare Journal, vol. 7, no. 2, pp. 148-153, June 2021.