Health-CPS: Healthcare cyber-physical system assisted by cloud and big data

IEEE Systems Journal

Volumn 11, Issue 1, 2017, Pages 88-95

  Zhang, Yin ^a   Qiu, Meikang ^b   Tsai, Chun Wei ^c   Hassan, Mohammad Mehedi ^d   Alamri, Atif ^d  

^a ZHONGNAN UNIVERSITY OF ECONOMICS AND LAW   (China)

^b PACE UNIVERSITY   (United States)

^c NATIONAL ILAN UNIVERSITY   (Taiwan)

^d KING SAUD UNIVERSITY   (Saudi Arabia)

Author keywords

big data; Body area networks (BANs); cloud computing; cyber physical systems (CPS); healthcare

Indexed keywords

CLOUD COMPUTING; CYBER PHYSICAL SYSTEM; DIGITAL STORAGE; DISTRIBUTED COMPUTER SYSTEMS; EMBEDDED SYSTEMS; HEALTH CARE; INFORMATION MANAGEMENT;

BODY AREA NETWORK; CYBER-PHYSICAL SYSTEMS (CPS); DATA COLLECTION; DISTRIBUTED STORAGE; HEALTH CARE APPLICATION; HEALTH-CARE SYSTEM; HEALTHCARE TECHNOLOGY; MANAGEMENT LAYER;

BIG DATA;

EID: 85018520873     PISSN: 19328184     EISSN: 19379234     Source Type: Journal    
DOI: 10.1109/JSYST.2015.2460747     Document Type: Article

References (24)

1. J. Wan, et al., "Cloud-enabled wireless body area networks for pervasive healthcare, " IEEE Netw, vol. 27, no. 5, pp. 56-61, Sep./Oct. 2013.
2. G. Kim, S. Trimi, and J. Chung, "Big-data applications in the government sector, " ACM Commun, vol. 57, no. 3, pp. 78-85, 2014.
3. K. Lee, T. T. Wan, and H. Kwon, "The relationship between healthcare information system and cost in hospital, " Pers. Ubiquitous Comput, vol. 17, no. 7, pp. 1395-1400, Oct. 2013.
4. M. Chen, Y. Ma, S. Ullah, W. Cai, and E. Song, "ROCHAS: Robotics and cloud- Assisted healthcare system for empty nester, " in Proc. BodyNets, Boston, MA, USA, Sep. 30-Oct. 2, 2013, pp. 1-4.
5. M. Chen, "NDNC-BAN: Supporting rich media healthcare services via named data networking in cloud- Assisted wireless body area networks, " Inf. Sci, vol. 284, pp. 142-156, Nov. 2014.
6. M. Chen, S. Mao, and Y. Liu, "Big data: A survey, " Mobile Netw. Appl, vol. 19, no. 2, pp. 171-209, Apr. 2014.
7. M. Chen, Y. Hao, Y. Li, D. Wu, and D. Huang, "Demo: LIVES: Learning through interactive video and emotion- Aware system, " in Proc. ACM Mobihoc, Hangzhou, China, Jun. 22-25, 2015.
8. H. Zhang, S. Mehotra, D. Liebovitz, C. Gunter, and B. Malin, "Mining deviations from patient care pathways via electronic medical record system audits, " ACM TMIS, vol. 4, no. 4, p. 17, 2013.
9. J. Wan, H. Yan, H. Suo, and F. Li, "Advances in cyber-physical systems research, " KSII TIIS, vol. 5, no. 11, pp. 1891-1908, 2011.
10. J. Wan, D. Zhang, S. Zhao, L. T. Yang, and J. Lloret, "Context- Aware vehicular cyber-physical systems with cloud support: Architecture, challenges, and solutions, " IEEE Commun. Mag, vol. 52, no. 8, pp. 106-113, Aug. 2014.
11. M. Chen, Y. Hao, Y. Li, C. Lai, and D. Wu, "On the computation offloading at ad hoc cloudlet: Architecture and service models, " IEEE Commun. Mag, vol. 53, no. 3, pp. 1-7, Jun. 2015.
12. C. Lin, et al., "Temporal event tracing on big healthcare data analytics, " in Proc. IEEE Int. BigData Congress, 2014, pp. 281-287.
13. L. Nie, T. Li, M. Akbari, J. Shen, and T. Chua, "Wenzher: Comprehensive vertical search for healthcare domain, " in Proc. 37th Int. ACM SIGIR Conf. Res. Develop. Inf. Retrieval, 2014, pp. 1245-1246.
14. H. Takeuchi, and N. Kodama, "Validity of association rules extracted by healthcare-data-mining, " in Proc. IEEE 36th Annu. Int. Conf. EMBC, 2014, pp. 4960-4963.
15. V. Chandola, S. Sukumar, and J. Schryver, "Knowledge discovery from massive healthcare claims data, " in Proc. 19th ACM SIGKDD Int. Conf. Knowl. Discovery Data Mining, 2013, pp. 1312-1320.
16. M. Chen, S. Gonzalez, A. Vasilakos, H. Cao, and V. Leung, "Body area networks: A survey, " ACM/Springer Mobile Netw. Appl, vol. 16, no. 2, pp. 171-193, Apr. 2011.
17. M. Chen, S. Gonzalez, Q. Zhang, M. Li, and V. Leung, "A 2G-RFID based E-healthcare system, " IEEEWireless Commun. Mag, vol. 17, no. 1, pp. 37-43, Feb. 2010.
18. M. Chen, Y. Zhang, Y. Li, S. Mao, and V. Leung, "EMC: Emotion- Aware mobile cloud computing in 5G, " IEEE Netw, vol. 29, no. 2, pp. 32-38, Mar. 2015.
19. M. G. R. Alam, E. J. Cho, E. Huh, and C. S. Hong, "Cloud based mental state monitoring system for suicide risk reconnaissance using wearable bio-sensors, " in Proc. 8th Int. Conf. Ubiquitous Inf. Manage. Commun., 2014, p. 56.
20. C. He, X. Fan, and Y. Li, "Toward ubiquitous healthcare services with a novel efficient cloud platform, " IEEE Trans. Biomed. Eng, vol. 60, no. 1, pp. 30-234, Jan. 2013.
21. O. Samuel, M. Omisore, B. Ojokoh, and E. Atajeromavwo, "Enhanced cloud based model for healthcare delivery organizations in developing countries, " Int. J. Comput. Appl, vol. 74, pp. 0975-8887, 2013.
22. C. Yang, et al., "Accessing medical image file with co- Allocation HDFS in cloud, " Future Gener. Comput. Syst, vol. 43, pp. 61-73, Feb. 2015.
23. M. Chen, Y. Zhang, Y. Li, M. Hassan, and A. Alamri, "AIWAC: Affective interaction through wearable computing and cloud technology, " IEEE Wireless Commun. Mag, vol. 22, no. 1, pp. 20-27, Feb. 2015.
24. M. Chen, Y. Zhang, L. Hu, T. Taleb, and Z. Sheng, "Cloud-based wireless network: Virtualized, reconfigurable, smart wireless network to enable 5G technologies, " ACM/Springer Mobile Netw. Appl., DOI: 10.1007/s11036-015-0590-7, 2015, to be published