Literature DB >> 27562482

Towards Interactive Medical Content Delivery Between Simulated Body Sensor Networks and Practical Data Center.

Xiaobo Shi1,2, Wei Li1, Jeungeun Song3, M Shamim Hossain4, Sk Md Mizanur Rahman5, Abdulhameed Alelaiwi4.   

Abstract

With the development of IoT (Internet of Thing), big data analysis and cloud computing, traditional medical information system integrates with these new technologies. The establishment of cloud-based smart healthcare application gets more and more attention. In this paper, semi-physical simulation technology is applied to cloud-based smart healthcare system. The Body sensor network (BSN) of system transmit has two ways of data collection and transmission. The one is using practical BSN to collect data and transmitting it to the data center. The other is transmitting real medical data to practical data center by simulating BSN. In order to transmit real medical data to practical data center by simulating BSN under semi-physical simulation environment, this paper designs an OPNET packet structure, defines a gateway node model between simulating BSN and practical data center and builds a custom protocol stack. Moreover, this paper conducts a large amount of simulation on the real data transmission through simulation network connecting with practical network. The simulation result can provides a reference for parameter settings of fully practical network and reduces the cost of devices and personnel involved.

Keywords:  Big data analysis; Body sensor networks; Health care; Semi-physical simulation

Mesh:

Year:  2016        PMID: 27562482     DOI: 10.1007/s10916-016-0575-5

Source DB:  PubMed          Journal:  J Med Syst        ISSN: 0148-5598            Impact factor:   4.460


  5 in total

1.  Coronary artery disease risk assessment from unstructured electronic health records using text mining.

Authors:  Jitendra Jonnagaddala; Siaw-Teng Liaw; Pradeep Ray; Manish Kumar; Nai-Wen Chang; Hong-Jie Dai
Journal:  J Biomed Inform       Date:  2015-08-28       Impact factor: 6.317

2.  Mobility-Aware Caching and Computation Offloading in 5G Ultra-Dense Cellular Networks.

Authors:  Min Chen; Yixue Hao; Meikang Qiu; Jeungeun Song; Di Wu; Iztok Humar
Journal:  Sensors (Basel)       Date:  2016-06-25       Impact factor: 3.576

3.  Big data in health care: using analytics to identify and manage high-risk and high-cost patients.

Authors:  David W Bates; Suchi Saria; Lucila Ohno-Machado; Anand Shah; Gabriel Escobar
Journal:  Health Aff (Millwood)       Date:  2014-07       Impact factor: 6.301

4.  Prediction models for clustered data: comparison of a random intercept and standard regression model.

Authors:  Walter Bouwmeester; Jos W R Twisk; Teus H Kappen; Wilton A van Klei; Karel G M Moons; Yvonne Vergouwe
Journal:  BMC Med Res Methodol       Date:  2013-02-15       Impact factor: 4.615

Review 5.  Big data analytics in healthcare: promise and potential.

Authors:  Wullianallur Raghupathi; Viju Raghupathi
Journal:  Health Inf Sci Syst       Date:  2014-02-07
  5 in total
  1 in total

1.  Patient State Recognition System for Healthcare Using Speech and Facial Expressions.

Authors:  M Shamim Hossain
Journal:  J Med Syst       Date:  2016-10-18       Impact factor: 4.460

  1 in total

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