Transforming Health Care through Digital Revolutions

被引:6
作者
Sriram, Ram D. [1 ]
Subrahmanian, Eswaran [1 ,2 ]
机构
[1] NIST, Informat Technol Lab, Gaithersburg, MD 20199 USA
[2] Carnegie Mellon Univ, Pittsburgh, PA 15213 USA
基金
美国国家科学基金会;
关键词
Internet of Things; Social networks; Health information technology; P9; medicine; Medical devices; Interoperability; Ontology; Modeling; Cyber-physical systems; INTELLIGENCE; MEDICINE; INTERNET; SYSTEMS; FUTURE;
D O I
10.1007/s41745-020-00195-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The Internet, which has spanned several networks in a broad range of domains, is having a significant impact on every aspect of our lives. The next generation of networks will utilize a wide variety of resources with significant sensing capabilities. Such networks will extend beyond physically linked computers to include multimodal-information from biological, cognitive, semantic, and social networks. This paradigm shift will involve symbiotic networks of smart medical devices, and smart phones or mobile personal computing and communication devices. These devices-and the network-will be constantly sensing, monitoring, and interpreting the environment; this is sometimes referred to as the Internet of Things (IoT). We are also witnessing considerable interest in the "Omics" paradigm, which can be viewed as the study of a domain in a massive scale, at different levels of abstraction, in an integrative manner. The IoT revolution, combined with the Omics revolution (genomics and socio-omics or social networks) and artificial intelligence resurgence, will have significant implications for the way health care is delivered in the United States. After discussing a vision for health care in the future, we introduce the P9 health care concept, followed by a discussion of a framework for smart health care. Then, we present a case study and research directions, followed by examples of ongoing work at the National Institute of Standards and Technology (NIST).
引用
收藏
页码:753 / 772
页数:20
相关论文
共 48 条
[1]   Intelligence in the Internet of Medical Things era: A systematic review of current and future trends [J].
Al-Turjman, Fadi ;
Nawaz, Muhammad Hassan ;
Ulusar, Umit Deniz .
COMPUTER COMMUNICATIONS, 2020, 150 :644-660
[2]  
[Anonymous], 1999, People and Ideas in Theoretical Computer Science
[3]  
[Anonymous], 1997, REC PROT EL HLTH INF
[4]  
Aranki D, 2017, HDB LARGE SCALE DIST, P473
[5]  
Boeckl K., 2019, NIST Interagency or Internal Rep. (IR) 8228
[6]  
Breiner S., 2016, P 7 INT WORKSH WEB T, VF127184, P38, DOI [10.1145/3017995.3018003, DOI 10.1145/3017995.3018003]
[7]  
Breiner S., 2019, Artificial Intelligence for the Internet of Everything, P241, DOI DOI 10.1016/B978-0-12-817636-8.00013-2
[8]  
Burghardt J, 2020, DETECTING IMPACT ATY, VI, P2020
[9]  
Butte A, 2010, DEMOCRATIZING INTEGR
[10]  
CPS Public Working Group, 2017, NIST SPECIAL PUBLICA, V1500-201