Integrating AI in Healthcare, Health Informatics, and Food Production: Advances in Machine Learning, Nanocarrier Drug Delivery, Computational Methods, Cybersecurity, and Quality Assurance

Abstract

Artificial Intelligence (AI) is transforming the healthcare system, health informatics, drug delivery, and food production as it allows making predictions, tailored treatment and streamlining processes. This review discusses the combination of AI and machine learning, nanocarrier-based drug delivery, computational solution, cybersecurity, and quality assurance in these fields. In the healthcare sector, AI has improved diagnostics, treatment planning, and patient monitoring, whereas in the food production industry it is applied in precision agriculture, optimization of the supply chain, and safety monitoring. Data privacy, bias in algorithms, and compliance with regulations are the other issues that were discussed in the paper. Future looks indicate interdisciplinary innovations that may offer safer, effective and sustainable solutions in the health and nutrition.