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- 人工智能及医药卫生应用(新医科学科通识英语全国规划教材)/复旦博学当代医学英语系列
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- 作者：编者:戴玥赟//朱晓琳//吴坚|责编:贺琦|总主编:陈社胜
- 出版社：复旦大学
- ISBN：9787309175318
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售价：23.2
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内容大纲
《人工智能及医药卫生应用》（Artificial Intelligence ＆ Its Applicationsin Medical and Health Fields）是以学科主题为引领的新医科学科通识英语教材，适合高等医学院校本科生、相应英语程度的学生及专业人员使用。教材9个章节的学科内容包括：人工智能的基本知识；大数据与云计算；机器学习和深度学习的基本原理、算法和应用；自然语言处理的基本概念、任务和方法；计算机视觉的基本原理、任务和方法；人工智能在医卫领域的应用；人工智能在医药卫生管理方面的应用；人工智能在医药卫生应用中涉及的伦理和法律问题；人工智能在医卫领域的未来发展趋势。
本书是以学科概念为核心的结构化教材，把学科专业内容融入医科英语教学中，让医科英语教学融入学生专业知识体系中，满足不同学科专业学生的学习需求并帮助他们实现学习目标，使英语教学促进学科素养的目标得到有效落实。
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作者介绍
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目录
Chapter I The Basics of Artificial Intelligence
1.1 The Concept of Artificial Intelligence
1.2 The Development of Artificial Intelligence
1.3 Wide Applications of Artificial Intelligence
Chapter II Big Data, Cloud Computing and Artificial Intelligence
2.1 Big Data and Artificial Intelligence
2.2 Cloud Computing and Its Relationship with Big Data and Artificial Intelligence
Chapter III Machine Learning & Deep Learning
3.1 The Principles of Machine Learning
3.2 Deep Learning
3.3 Algorithms for Machine Learning and Deep Learning
3.4 Supervised Learning, Unsupervised Learning and Reinforcement Learning
Chapter IV Natural Language Processing
4.1 The Basic Concept of Natural Language Processing
4.2 Tasks of Natural Language Processing
4.3 Methods Used in Natural Language Processing
Chapter V Computer Vision：The Basic Concept and Principles
Chapter VI Artificial Intelligence Applied in the Fields of Medicine and Health Care
6.1 Medical and Health Knowledge Needed to Apply AI in the Medical and Health Care Fields
6.2 Assisted in Diagnosis
6.3 Assisted in Treatment
6.4 Intelligent Drug Research and Development
6.5 Intelligent Health Management
Chapter VII Artificial Intelligence in Medical and Health Management
7.1 Smart Pharmacy
7.2 Smart Medical Process Optimization
7.3 Smart Community Health Management
Chapter VIII Ethical and Legal Issues Involved in the Application of AI in Health Care
Chapter IX The Future Trend and Prospect of AI in the Medical and Health Fields
9.1 Envision of Future Advancements
9.2 Policy Support
9.3 Social Cognition
9.4 Interpretative Artificial Intelligence
9.5 The Synergy of Artificial Intelligence and Human Intelligence in Health Care
Appendix
Glossary
Overview of Teaching Modules
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