《人工智慧及醫藥衛生應用》(Artificial Intelligence & Its Applicationsin Medical and Health Fields)是以學科主題為引領的新醫科學科通識英語教材,適合高等醫學院校本科生、相應英語程度的學生及專業人員使用。教材9個章節的學科內容包括:人工智慧的基本知識;大數據與雲計算;機器學習和深度學習的基本原理、演算法和應用;自然語言處理的基本概念、任務和方法;電腦視覺的基本原理、任務和方法;人工智慧在醫衛領域的應用;人工智慧在醫藥衛生管理方面的應用;人工智慧在醫藥衛生應用中涉及的倫理和法律問題;人工智慧在醫衛領域的未來發展趨勢。 本書是以學科概念為核心的結構化教材,把學科專業內容融入醫科英語教學中,讓醫科英語教學融入學生專業知識體系中,滿足不同學科專業學生的學習需求並幫助他們實現學習目標,使英語教學促進學科素養的目標得到有效落實。
作者介紹
編者:戴玥贇//朱曉琳//吳堅|責編:賀琦|總主編:陳社勝
目錄
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