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

Intelligence-Based Cardiology and Cardiac Surgery: Artificial Intelligence and Human Cognition in Cardiovascular Medicine provides a timely multidisciplinary and comprehensive survey of artificial intelligence concepts and methodologies,with real-life applications in adult and pediatric cardiovascular medicine. It bridges the gap between medical and data science domains,covering big data,machine and deep learning,cognitive computing,and natural language processing. The book includes over 50 chapters written by cardiologists or cardiac surgeons and offers practical resources and insights into the future of cardiovascular healthcare.

Format: Hardback
Length: 540 pages
Publication date: 07 September 2023
Publisher: Elsevier Science & Technology

Intelligence-Based Cardiology and Cardiac Surgery: Artificial Intelligence and Human Cognition in Cardiovascular Medicine is a highly timely and comprehensive multidisciplinary survey of artificial intelligence concepts and methodologies. It delves into real-life applications in adult and pediatric cardiovascular medicine,spanning the life span from fetus to adult. Led by a senior cardiologist-data scientist and backed by renowned data scientists and cardiac clinicians with a fervent passion for artificial intelligence in cardiovascular medicine, the book offers a clinical interface between the medical and data science domains that is symmetric and realistic.

The content encompasses fundamental concepts and applications of artificial intelligence and human cognition in cardiology and cardiac surgery. This portfolio ranges from big data to machine and deep learning, as well as cognitive computing and natural language processing in cardiac disease states such as heart failure, hypertension, and pediatric cardiac care. Artificial intelligence tools are described from the intensive care unit setting to other venues, such as the outpatient clinic, catheterization laboratory, and operating room. Future applications in related areas, such as large language models, extended reality, and digital twins, are also discussed.

The book comprises over 50 chapters authored by cardiologists or cardiac surgeons. Each chapter includes sections on the current state of the art and future directions, concluding with key takeaways. A robust compendium of practical resources, including a comprehensive glossary, best references, and other resources, is also included. The book bridges the knowledge and expertise gap between data scientists, cardiologists, and cardiac surgeons, inspiring collaboration and advancing the field of cardiovascular medicine.

Weight: 450g
Dimension: 276 x 215 (mm)
ISBN-13: 9780323905343