Main description:

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

Contents:

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