Medical Applications of Artificial Intelligence

This edition explores AI in medicine, covering disease detection, imaging, surgery, drug development, and personalized care. It explains techniques like deep learning accessibly, emphasizes AI as a tool to assist medical professionals, and includes resources on journals and conferences. Ideal for AI and medical experts alike. This new edition examines the intersection of artificial intelligence and medicine, showcasing how AI techniques assist medical professionals by making healthcare more accurate, less expensive, more available, and more efficient. The book presents a holistic perspective on AI in medicine, from foundational principles to advanced applications. Medical Applications of Artificial Intelligence, Second Edition delivers up-to-date coverage of diverse AI applications across healthcare domains including disease detection and diagnosis, medical imaging, surgery, drug development, healthcare administration, electronic health records, personalized medicine, telehealth, and patient monitoring. This edition provides updated coverage of AI applications in medicine, reflecting the significant advancements that have occurred in recent years. It incorporates the latest research and developments in clinical decision support systems, medical imaging analysis, and precision medicine approaches that have been further developed since the previous edition was published. It explains new AI techniques such as support vector machines, deep learning, and decision trees in accessible language, while providing extensive references for readers seeking deeper knowledge. It provides a broad international perspective on medical applications of artificial intelligence and emphasizes that these systems are designed to assist medical professionals—not replace them. This version also includes significantly expanded information on available resources on scientific journals, national and international conferences, and academic programs of study that are focused on applications of artificial intelligence to medicine. This book is intended for those with expertise in artificial intelligence who are interested in applying their knowledge to medical domains, and to those with expertise in medicine who are interested in enhancing their medical efforts using AI.

Pagina's: 632, Editie: 2, Hardcover, CRC Press