Intelligence-Based Cardiology: Artificial Intelligence and Human Cognition in Clinical Cardiology and Cardiac Surgery

Intelligence-Based Cardiology: Artificial Intelligence and Human Cognition in Clinical Cardiology and Cardiac Surgery provides a comprehensive survey of artificial intelligence concepts and methodologies with real-life applications in cardiovascular medicine. Authored by a senior physician-data scientist, the book presents an intellectual and academic interface between the medical and data science domains. The book's content consists of basic concepts of artificial intelligence and human cognition applications in cardiology and cardiac surgery. This portfolio ranges from big data, machine and deep learning, cognitive computing and natural language processing in cardiac disease states such as heart failure, hypertension and pediatric heart care. The book narrows the knowledge and expertise chasm between the data scientists, cardiologists and cardiac surgeons, inspiring clinicians to embrace artificial intelligence methodologies, educate data scientists about the medical ecosystem, and create a transformational paradigm for healthcare and medicine. Covers a wide range of relevant topics, from cloud computing and intelligent agents to deep reinforcement learning, internet of everything and big data Presents the concepts of artificial intelligence and its applications in an easy-to-understand format accessible to clinicians and data scientists Discusses how artificial intelligence can be utilized in cardiology and cardiac surgery Delineates the necessary elements for successful implementation of artificial intelligence in cardiovascular medicine INDICE: I. INTRODUCTION TO ARTIFICIAL INTELLIGENCE 1. Basic Concepts of Artificial Intelligence 2. History of Artificial Intelligence 3. History of Artificial Intelligence in Medicine II. DATA SCIENCE AND ARTIFICIAL INTELLIGENCE IN THE CURRENT ERA 4. Health Care Data and Databases 5. Machine and Deep Learning 6. Other Key Concepts in Artificial Intelligence III. THE CURRENT ERA OF ARTIFICIAL INTELLIGENCE IN MEDICINE 7. Clinician Cognition & Artificial Intelligence in Medicine

• ISBN: 978-0-323-90534-3
• Editorial: Academic Press
• Encuadernacion: Cartoné
• Páginas: 260
• Fecha Publicación: 01/10/2022
• Nº Volúmenes: 1
• Idioma: Inglés