00000nam a2200000 4500 UP-8027390931312043981 Buklod 20250714100635.0 m |o j | cr |nu|||auu|a 250714s2023 mau o j eng d 978-0-323-90534-3 DMLR eng rda eng DMLUC RC 683.5 D36 I58 2023eb Intelligence-based cardiology and cardiac surgery artificial intelligence and human cognition in cardiovascular medicine edited by Anthony C. Chang and Alfonso Limon. Cambridge, Massachusetts Academic Press 2023. 1 online resource. text rdacontent computer rdamedia online resource rdacarrier Intelligence-Based Medicine: Subspecialty Series Includes bibliographical references and index. "Intelligence-Based Cardiology and Cardiac Surgery: Artificial Intelligence and Human Cognition in Cardiovascular Medicine provides an especially timely multidisciplinary and comprehensive survey of artificial intelligence concepts and methodologies. It includes 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 supported by renowned data scientists and cardiac clinicians with an ardent passion for artificial intelligence in cardiovascular medicine, the book provides a clinical interface between the medical and data science domains that is symmetric and realistic. The content consists of basic 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 encompasses more than 50 chapters written by cardiologists or cardiac surgeons. Each chapter provides sections on the current state of the art and future directions and concludes with major takeaways. A robust compendium of practical resources, such as a comprehensive glossary, best references, and other resources, is also included. The book narrows the knowledge and expertise chasm between data scientists, cardiologists, and cardiac surgeons, inspires these clinicians to embrace artificial intelligence methodologies, and educates data scientists about the cardiac ecosystem to create a transformational paradigm for cardiovascular healthcare that improves patient outcomes." Provided by publisher. Medical informatics. Artificial intelligence Health aspects. Cardiac surgery Data processing. Cardiology Data processing. Cognition Physiological aspects. Chang, Anthony C. editor. Limon, Alfonso editor. Intelligence-Based Medicine: Subspecialty Series. Available for UP System via Science Direct https://doi.org/10.1016/C2020-0-03605-4 FO UPD DMLR RC 683.5 D36 I58 2023eb Electronic Resource