This issue explores predictive analytics and AI integration in healthcare systems. Topics include drug discovery, smart health technologies, and machine learning for patient prediction. It also addresses challenges such as data privacy, system reliability, and ethical concerns. The issue highlights how AI can support decision-making and improve efficiency in healthcare environments.