平行医学：从医学的温度到智慧的医学

doi:10.11959/j.issn.2096-6652.202101

摘要/Abstract

摘要：

如何将智能科技与医疗健康结合，在传统医学和现代医学的基础上创建更加高效的智慧医学，是一项意义重大的历史性任务。针对医学的科学性、人文性和社会性等复杂问题，集复杂性医学、跨学科医学和系统智能医学多个角度于一体，利用人工社会建模、计算实验分析、平行执行管控，提出平行医学的基本概念、框架和流程，力图建立将医学研究的小数据演化生成医学大数据，再凝练、验证形成医学深智能的医学数据智能生成过程。

关键词: 平行智能, 平行医学, 智慧医学, 复杂性医学, 跨学科医学, 系统智能医学

Abstract:

How to combine intelligent technology with medical health and create more efficient intelligent medicine on the basis of traditional medicine and modern medicine is a historic task of great significance.Aiming at the complex problems of science, humanity and sociality of medicine, integrating complexity medicine, transdisciplinary medicine, and systems intelligence medicine, by using artificial societies for modeling and representation, computational experiments for verification and validation, parallel execution for management and control, the basic concepts, frames and processes of parallel medicine were proposed.As a systematic approach for smart medicine, the parallel medicine will produce medical big data from medical small data, and then generate medical smart data from medical big data.

Key words: parallel intelligence, parallel medicine, smart medicine, complexity medicine, transdisciplinary medicine, systems intelligence medicine

中图分类号:

王飞跃. 平行医学：从医学的温度到智慧的医学[J]. 智能科学与技术学报, 2021, 3(1): 1-9.

Fei-Yue WANG. Parallel medicine: from warmness of medicare to medicine of smartness[J]. Chinese Journal of Intelligent Science and Technology, 2021, 3(1): 1-9.

图/表 2

参考文献 36

[1]	韩启德 . 医学的温度[M]. 北京: 商务印书馆, 2020.
	HAN Q D . The warmness of medicare[M]. Beijing: The Commercial Press, 2020.
[2]	WANG F Y , WONG P K . Intelligent systems and technology for integrative and predictive medicine:an ACP approach[J]. ACM Transactions on Intelligent Systems and Technology, 2013,4(2): 1-6.
[3]	王飞跃. 平行医学与平行健康:迈向智能医学和智慧健康的智能科技[R]. 2014.
	WANG F Y . Parallel medicine and parallel health:smart technology towards smart medicine and smart health[R]. 2014.
[4]	WANG F Y . Parallel healthcare:robotic medical and health process automation for secured and smart social healthcares[J]. IEEE Transactions on Computational Social Systems, 2020,7(3): 581-586.
[5]	弗朗西斯·柯林斯 . 生命的语言:DNA 和个体化医学革命[M].杨焕明,等译. 湖南: 湖南科学技术出版社, 2018.
	COLLINS F . The language of life:DNA and individualized medical revolution[M]. Translated by YANG H M,et al. Hunan: Hunan Science and Technology Press, 2018.
[6]	ERIC T . Deep medicine:how artificial intelligence can make healthcare human again[M].[S.l.:s.n.], 2019.
[7]	王小宁 . 不许生病[M]. 北京: 科学出版社, 2021.
	WANG X N . Don’t get sick[M]. Beijing: Science Press, 2021.
[8]	吴家睿 . 生物学是什么[M]. 北京: 北京大学出版社, 2021.
	WU J R . What is biology[M]. Beijing: Peking University Press, 2021.
[9]	王飞跃 . 平行系统方法与复杂系统的管理和控制[J]. 控制与决策, 2004,19(5): 485-489.
	WANG F Y . Parallel system methods for management and control of complex systems[J]. Control and Decision, 2004,19(5): 485-489.
[10]	王飞跃 . 人工社会、计算实验、平行系统——关于复杂社会经济系统计算研究的讨论[J]. 复杂系统与复杂性科学, 2004,1(4): 25-35.
	WANG F Y . Artificial society,computational experiments,parallel systems-a discussion on the study of the calculation of complex socio-economic systems[J]. Complex Systems and Complexity Science, 2004,1(4): 25-35.
[11]	罗伊·波特 . 剑桥医学史[M].张大庆,李志平,刘学礼,译. 长春: 吉林人民出版社, 2000.
	PORTER R . Cambridge illustrated history of medicine[M]. Translated by ZHAGN D Q,LI Z P,LIU X L. Changchun: Jilin People’s Publishing House, 2000.
[12]	HOOD L , FRIENDS H . Predictive,personalized,preventive,participatory (P4) cancer medicine[J]. Nature Reviews Clinical Oncology, 2011,8(3): 184-187.
[13]	IVAN I . Medical nemesis:the epidemiology and community health[M].[S.l.:s.n.], 1982.
[14]	FRANCISW P . The department of medicine at the Peking union medicine college[J]. Science, 1922,56(1447): 317-320.
[15]	FRANCISW P . The care of the patient[J]. The Journal of American Medical Association, 1927(1): 1-6.
[16]	GIULLAMARINIM . Narrative medicine:bridging the gap between evidence-based care and medical humanities[M].[S.l.]: Springer Verlag, 2016.
[17]	王飞跃 . 平行哲学与智能科学:从莱布尼茨的 Monad 到区块链之DAO[J]. 模式识别与人工智能, 2020,33(12): 1055-1065.
	WANG F Y . Parallel philosophy and intelligent science:from Leibniz’s Monad to blockchain’s DAO[J]. Pattern Recognition and Artificial Intelligence, 2020,33(12): 1055-1065.
[18]	王飞跃 . 平行哲学:智能产业与智慧经济的本源及其目标[J]. 中国科学院院刊, 2021,36(3): 308-318.
	WANG F Y . Parallel philosophy:origin and goal of intelligent industries and smart economics[J]. Bulletin of Chinese Academy of Sciences, 2021,36(3): 308-318.
[19]	WANG F Y . The emergence of intelligent enterprises:from CPS to CPSS[J]. IEEE Intelligent Systems, 2010,25(4): 85-88.
[20]	王飞跃 . 智能系统加速提升医疗保健水平[N]. 中国科学报, 2014-06-27.
	WANG F Y . Intelligent system accelerates the improvement of healthcare[N]. China Science Daily, 2014-06-27.
[21]	王飞跃 . 面向赛博空间的战争组织与行动:关于平行军事体系的讨论[J]. 军事运筹与系统科学, 2012,26(3): 5-10.
	WANG F Y . War organization and action for cyberspace:a discussion of parallel military systems[J]. Military Operations Research and Systems Engineering, 2012,26(3): 5-10.
[22]	王飞跃 . 国防装备与系统的未来变革:从 3D 打印到平行军事体系[J]. 国防科技, 2013,24(3): 1-9.
	WANG F Y . The coming revolution in national defense weaponry and systems:from 3D printing to parallel military systems[J]. National Defense Science and Technology, 2013,24(3): 1-9.
[23]	WANG F Y . Parallel economics:a new supply-demand philosophy via parallel organizations and parallel management[J]. IEEE Transactions on Computational Social Systems, 2020,7(4): 840-848.
[24]	王飞跃 . 从社会计算到社会制造:一场即将来临的产业革命[J]. 中国科学院院刊, 2012,27(6): 658-669.
	WANG F Y . From social computing to social manufacturing:the coming industrial revolution and new frontier in cyber-physical-social space[J]. Bulletin of the Chinese Academy of Sciences, 2012,27(6): 658-669.
[25]	王飞跃 . 如何培养人工智能人才:从平行教学到智慧教育[J]. 科技导报, 2018,36(11): 9-12.
	WANG F Y . How to cultivate artificial intelligence talents:from parallel teaching to smart education[J]. Science and Technology Review, 2018,36(11): 9-12.
[26]	王飞跃, 李长贵, 国元元 ,等. 平行高特:基于 ACP 的平行痛风诊疗系统框架[J]. 模式识别与人工智能, 2017,30(12): 1057-1068.
	WANG F Y , LI C G , GUO Y Y ,et al. Parallel gout:an ACP-based system framework for gout diagnosis and treatment[J]. Pattern Recognition and Artificial Intelligence, 2017,30(12): 1057-1068.
[27]	王飞跃, 苟超, 王建功 ,等. 平行皮肤:基于视觉的皮肤病分析框架[J]. 模式识别与人工智能, 2019,32(7): 577-588.
	WANG F Y , GOU C , WANG J G ,et al. Parallel skin:a vision-based dermatological analysis framework[J]. Pattern Recognition and Artificial Intelligence, 2019,32(7): 577-588.
[28]	王飞跃, 张梅, 孟祥冰 ,等. 平行眼:基于ACP的智能眼科诊疗[J]. 模式识别与人工智能, 2018,31(6): 495-504.
	WANG F Y , ZHANG M , MENG X B ,et al. Parallel eyes:an ACP-based smart ophthalmic diagnosis and treatment[J]. Pattern Recognition and Artificial Intelligence, 2018,31(6): 495-504.
[29]	王飞跃, 张梅, 孟祥冰 ,等. 平行手术:基于ACP 的智能手术计算方法[J]. 模式识别与人工智能, 2017,30(11): 961-970.
	WANG F Y , ZHANG M , MENG X B ,et al. Parallel surgery:an ACP-based approach for intelligent operations[J]. Pattern Recognition and Artificial Intelligence, 2017,30(11): 961-970.
[30]	张梅, 陈鸰, 王飞跃 ,等. 平行胃肠:基于 ACP 的智能胃肠疾病诊疗[J]. 模式识别与人工智能, 2019,32(12): 1061-1071.
	ZHANG M , CHEN L , WANG F Y ,et al. Parallel gastrointestine:an ACP-based approach for intelligent operations[J]. Pattern Recognition and Artificial Intelligence, 2019,32(12): 1061-1071.
[31]	王飞跃. 平行药物与智能药学[R]. 2014.
	WANG F Y . Parallel drugs and smart pharmacy[R]. 2014.
[32]	王飞跃, 金征宇, 苟超 ,等. 基于ACP方法的平行医学图像智能分析及其应用[J]. 中华放射学杂志, 2021(3): 309-315.
	WANG F Y , JIN Z Y , GOU C ,et al. ACP-based parallel medical imaging for intelligent analytics and applications[J]. Chinese Journal of Radiology, 2021(3): 309-315.
[33]	WANG F Y , WANG Y F . Parallel ecology for intelligent and smart cyber-physical-social systems[J]. IEEE Transactions on Computational Social Systems, 2020,7(6): 1318-1323.
[34]	王飞跃, 王艳芬, 陈薏竹 ,等. 联邦生态:从联邦数据到联邦智能[J]. 智能科学与技术学报, 2020,2(4): 305-313.
	WANG F Y , WANG Y F , CHEN Y Z ,et al. Federated ecology:from federated data to federated intelligence[J]. Chinese Journal of Intelligent Science and Technology, 2020,2(4): 305-313.
[35]	WANG J , WANG X , GUO Y ,et al. A parallel medical diagnostic and treatment system for chronic diseases[C]// Proceedings of the 2020 Chinese Automation Congress.[S.l.:s.n.], 2020: 412-7416
[36]	WANG S , WANG J , WANG X ,et al. Blockchain-powered parallel healthcare systems based on the ACP approach[J]. IEEE Transactions on Computational Social Systems, 2018,5(4): 942-950.