Intelligence-Based Medicine

Intelligence-Based Medicine
PDF
  • eBook:
    Intelligence-Based Medicine: Artificial Intelligence and Human Cognition in Clinical Medicine and Healthcare
  • Author:
    Anthony C. Chang
  • Edition:
    1 edition
  • Categories:
  • Data:
    July 8, 2020
  • ISBN:
    012816462X
  • ISBN-13:
    9780128164624
  • Language:
    English
  • Pages:
    550 pages
  • Format:
    PDF

Book Description
Intelligence-Based Medicine: Data Science, Artificial Intelligence, and Human Cognition in Clinical Medicine and Healthcare 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; and a compendium of practical resources, such as glossary, references, best articles, and top companies. 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.

Content

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 and Artificial Intelligence in Medicine
8. Artificial Intelligence in Subspecialties
9. Implementation of Artificial Intelligence in Medicine

IV. The future of artificial intelligence and application in medicine
10. Key Concepts of the Future of Artificial Intelligence
11. The Future of Artificial Intelligence in Medicine

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