AI-Driven Innovations in Healthcare and Food Systems: Machine Learning, Nanocarrier Drug Delivery, Computational Methods, Cybersecurity, Quality Assurance, and Intelligent Food Production

Abstract

Artificial intelligence (AI) is transforming the healthcare and food systems to allow predictive analytics, individualized interventions, and optimization of operations. The AI applications that can be used in healthcare include machine learning, nanocarrier drug delivery, and computational modeling that improve the diagnostics, treatment planning, quality assurance, and cybersecurity. AI leads to precision agriculture, livestock monitoring, supply chain efficiency, and consumer engagement in food production, and knowledge management and decision support are supported by technologies such as ChatGPT. This review presents the adoption of AI in these industries, future trends, and the vision of the future. The integration of AI technologies has the potential to make health and nutrition more sustainable, accurate and data-driven, forming the future of AI.