电子政务 E-GOVERNMENT2017年第11期(总第179期)19 奇琦吕俊延·智能医疗:人工智能时代对公共卫生的机遇与挑战 64(3):1-49. 2015.163(5):1079-1094 [2Jobermeyer Z. Emanuel E. Predicting the Future: Big Data. [13 ]Wolfgang G, Wolfgang W,. Facial Expression and Emotional Machine Learning, and Clinical Medicine[J]. The New Face Recognition in Schizophrenia and Depression[J] England Journal of Medicine, 2016. 375: 1216-1219 European Archives of Psychiatry Clinical Neuroscience 3吴军,智能时代M.北京:中信出版社,2016 1992,242(1):46-52 [4Polat K, G unes s, Principles Component Analysis. Fuzzy [14]Griffin P M. Nembhard H B, DeFlitchl C J. et al Healthcare Systems Engineer ing[M]. New Jersey: Wiley ition System Based Diagnostic System for Diagnosis of 2016: 36 Lung Cancer[J]. Expert Systems with Applications, 2008. [15 Maglaveras N, Reiter H. Towards Closed-Loop 4(1):214-221 Personal Health Systems in Cardiology the Heart Cycle [5 ]How Artificial Intelligence Will Change Medical[EB/OL] proach[C]//2011 Annual International Conference of the [2017-02-24].https://www.itnonline.com/article/how artificial-intelligence-will-change-medical-imaging ell Lung Cancer Prognosis by Fully Automated Microscopic Innovations for Healthcare[J]. Biomedical Instrumentation Pathology Image Features[J]. Nature Communications Technology,2017.51(2):96-108 2016(7):12474 [17 Fox J. Safe and Sound: Artificial Intelligence is Hazardous [ Esteva A, Kuprel B, Novoa R A. et al, Dermatologist-ley Applicatious[M]. The MIT Press, 2000: 155-167 with Deep Neural Networks[J.[18]何献忠,许仲兴,陈欣.人机大战引发智能医疗的探讨 Nature,2017,542( 115-118 [J.中国医学工程,2016(4):35-37 [8龙泰医疗成 Titan Medica最大股东, SPORT手术机器人将[19] Fukuyama F, At the" End of History" Still stands 拓展中国及东南亚市场B/oL].[2017-10-12].htps:// Democracy[N]. Wall Street Jounal.2014-06-08 ww.sohu,com/a/167661576114778 9 jShademan A. Decker R s, Opfermann J D.etal.作者简介 pervised Autonomous Robotic Soft Ttissue Surgery[J] 高奇琦,华东政法大学政治学研究院院长、教授。 cience Translational Medicine, 2016. 8(337): 337-364 吕俊廷,华东政法大学政治学研究院硕士研究生 [10]Dugas A F. Jalalpour M. Gel Y, et al. Influenza Forecasting with Google Flu Trends[J]. Plos One, 2013 8(2):1-7 [11 Swar The Quantified Self: Fundamental Disruption in Data Science and Biological Di yUJ]. Big Data 3.1(2):85-99 [12] Zeevi D, Korem T. Mora N. et al. Personalized Nutrition by Prediction of Glycemic Responses[J]. Cell 21994-2017ChinaAcademicJOurnalElectronicPublishingHouse.Allrightsreservedhttp://www.cnki.net电子政务 E-GOVERNMENT 2017年第11期（总第179期） 19 64(3): 1-49. [2]Obermeyer Z, Emanuel E. Predicting the Future: Big Data, Machine Learning, and Clinical Medicine[J]. The New England Journal of Medicine, 2016, 375: 1216-1219. [3]吴军. 智能时代[M]. 北京：中信出版社，2016. [4]Polat K, Güneş S. Principles Component Analysis, Fuzzy Weighting Pre-processing and Artificial Immune Reco￾gnition System Based Diagnostic System for Diagnosis of Lung Cancer[J]. Expert Systems with Applications, 2008, 34(1): 214-221. [5]How Artificial Intelligence Will Change Medical[EB/OL]. [2017-02-24]. https://www.itnonline.com/article/how￾artificial-intelligence-will-change-medical-imaging. [6]Yu K, Zhang C, Berry G J, et al. Predicting Non-small Cell Lung Cancer Prognosis by Fully Automated Microscopic Pathology Image Features[J]. Nature Communications, 2016(7): 12474. [7]Esteva A, Kuprel B, Novoa R A, et al. Dermatologist-level Classification of Skin Cancer with Deep Neural Networks[J]. Nature, 2017, 542(7639): 115-118. [8]龙泰医疗成Titan Medical最大股东，SPORT手术机器人将 拓展中国及东南亚市场[EB/OL]. [2017-10-12]. https:// www.sohu.com/a/167661576_114778. [9]Shademan A, Decker R S, Opfermann J D, et al. Supervised Autonomous Robotic Soft Ttissue Surgery[J]. Science Translational Medicine, 2016, 8(337): 337-364. [10]Dugas A F, Jalalpour M, Gel Y, et al. Influenza Forecasting with Google Flu Trends[J]. Plos One, 2013, 8(2): 1-7. [11]Swan M. The Quantified Self: Fundamental Disruption in Big Data Science and Biological Discovery[J]. Big Data, 2013, 1(2): 85-99. [12]Zeevi D, Korem T, Zmora N, et al. Personalized Nutrition by Prediction of Glycemic Responses[J]. Cell, 2015,163(5): 1079-1094. [13]Wolfgang G, Wolfgang W. Facial Expression and Emotional Face Recognition in Schizophrenia and Depression[J]. European Archives of Psychiatry & Clinical Neuroscience, 1992, 242(1): 46-52. [14]Griffin P M, Nembhard H B, DeFlitchl C J, et al. Healthcare Systems Engineering[M]. New Jersey: Wiley, 2016: 36. [15]Maglaveras N, Rei ter H. Towards Closed-Loop Personal Health Systems in Cardiology: the Heart Cycle Approach[C]//2011 Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2011: 892-895. [16]Vockley M. Game-Changing Technologies: 10 Promising Innovations for Healthcare[J]. Biomedical Instrumentation & Technology, 2017, 51(2): 96-108. [17]Fox J. Safe and Sound: Artificial Intelligence is Hazardous Applicatious[M]. The MIT Press, 2000: 155-167. [18]何献忠，许仲兴，陈欣. 人机大战引发智能医疗的探讨 [J]. 中国医学工程, 2016(4): 35-37. [19]Fukuyama F. At the “End of History”Still Stands Democracy[N]. Wall Street Journal, 2014-06-08. 作者简介： 高奇琦，华东政法大学政治学研究院院长、教授。 吕俊延，华东政法大学政治学研究院硕士研究生。 高奇琦 吕俊延·智能医疗：人工智能时代对公共卫生的机遇与挑战