Artificial Intelligence in Clinical Systems: A Comprehensive Framework for Healthcare Transformation

The book Artificial Intelligence in Clinical Systems: A Comprehensive Framework for Healthcare Transformation discusses the detailed exploration of the application of AI in modern healthcare. It includes an introduction to the basic concepts of AI and machine learning, clinical data ecosystems and deep learning architectures for clinical systems. The text goes deep into clinical natural language processing, reinforcement learning for decision intelligence and MLOps for AI deployment in healthcare settings. It brings attention to the topics of explainable AI, generative and agentic AI, and autonomous clinical systems, covering regulatory, ethical, and policy issues. The book also covers the future research directions, which are presented in a comprehensive roadmap for transforming healthcare with AI.