Artificial Intelligence in Medicine: Principles and Applications

Artificial Intelligence in Medicine: Principles and Applications provides a multidisciplinary and comprehensive survey of artificial intelligence concepts and methodologies with real life applications in healthcare and medicine. Authored by a senior physician-data scientist, the book presents an intellectual and academic interface between the medical and the data science domains that is symmetric and balanced. The content consists of basic concepts of artificial intelligence and its real-life applications in a myriad of medical areas as well as medical and surgical subspecialties. It brings section summaries to emphasize key concepts delineated in each section; mini-topics authored by world-renowned experts in the respective key areas for their personal perspective; case studies of real-life successes and failures of artificial intelligence applications; and a compendium of practical resources, such as glossary, references, and introduction to key programming languages. The goal of the book is to inspire clinicians to embrace the artificial intelligence methodologies as well as to educate data scientists about the medical ecosystem, in order to create a transformational paradigm for healthcare and medicine by using this emerging new technology. Covers a wide range of relevant topics from cloud computing, intelligent agents, to deep reinforcement learning and internet of everythingCase studies appear at the beginning of each chapter to stimulate discussion and can be implemented by the readerPresents the concepts of artificial intelligence and its applications in an easy-to-understand format accessible to clinicians and data scientists INDICE: 1. Artificial Intelligence: Basic Concepts 2. The Brain and Artificial Intelligence 3. Brief History of Artificial Intelligence 4. History of Artificial Intelligence in Medicine 5. The Current Era of Artificial Intelligence 6. Deep Learning 7. Other Key Concepts 8. Current Concepts of Artificial Intelligence in Medicine 9. Current Applications of Artificial Intelligence in Medicine 10. Focus on Selected Subspecialties 11. Problems and Potential Solutions

• ISBN: 978-0-12-816462-4
• Editorial: Academic Press
• Encuadernacion: Rústica
• Páginas: 300
• Fecha Publicación: 03/02/2020
• Nº Volúmenes: 1
• Idioma: Inglés