Login Register Cart 0
Generic placeholder image

Recent Advances in Computer Science and Communications

Editor-in-Chief

ISSN (Print): 2666-2558
ISSN (Online): 2666-2566

Back
Journal Home About Journal Editorial Board Current Issue Volumes/Issues
Subscribe
General Research Article

Research on Medical Multi-Source Data Fusion Based on Big Data

Author(s): ShengLi Hu*

Volume 15, Issue 3, 2022

Published on: 31 August, 2020

Article ID: e180322185450 Pages: 12

DOI: 10.2174/2666255813666200831181155

Price: $65

Abstract

Objectives: The uniform data standard system is built to realize the interconnection between the heterogeneous information systems in hospitals and to solve the problem of data island.

Methods: The establishment of the integration platform is started from the aspects such as the establishment of integration platform model, design of platform architecture and data interaction process, promotion of standardization of the data format and prime index construction for patients.

Results: The ESB (Enterprise Service Bus) and the SOA (Service Oriented Architecture) are used to achieve the medical multi-source data fusion through the integration platform with two interface methods of MQ (Message Queue) and Web Service.

Conclusion: The intelligent decision support system established on the integration platform is used to provide powerful data support to improve data utilization, regulate medical behaviors, advance medical quality and enhance management efficiency.

Keywords: System integration platform, patient prime index, big data, enterprise service bus, message queue, service oriented architecture.

Graphical Abstract

[1]
O. Jie, and Y.U. Xiao-ping, "The practice of cloud data center construction based on bi-level it architecture", China Digit. Med., vol. 14, no. 1, pp. 36-38, Mar 2019.
[2]
G. Ya-wen, "The construction scheme of clinical data repository that integrates biological information", China Digit. Med., vol. 14, no. 2, pp. 57-59, Oct 2019.
[3]
W. Mingyue, "Exploration and practice of the construction of cross-hospital dual-activity data center of hospital in another place", China Digit. Med., vol. 14, no. 5, pp. 112-114, Nov 2019.
[4]
X.U. Tingyu, W. Zhongmin, and Z. Yongqian, "Research on specialized scientific research management system based on clinical data center", Chin. J. Health Inform. Manag., vol. 16, no. 2, pp. 135-139, Dec 2019.
[5]
M.A. Juna, Y. Ruoyub, and W. Bina, "Construction of hospital data center based on mixed cloud architecture", China Med. Devices, vol. 34, no. 1, pp. 95-97, 2019.
[6]
W.Y. Yan, and Y.U. Zhao, "Practice of hospital digital center construction based on virtualization", Med. Infant., vol. 32, no. 11, pp. 19-21, 2019.
[7]
Y.K. Ma, and Y.M. Bao, "Prospects for national biological big data centers", Yi Chuan, vol. 40, no. 11, pp. 938-943, Nov 2018.
[PMID: 30465527]
[8]
J. Wei-ning, Y.U. Meng-jie, and G. Pei-jun, "Discussion on hospital data integration platform and business system integration mode", China Digit. Med., vol. 14, no. 6, pp. 116-118, Feb 2019.
[9]
L. Kai, and L.V. Xunwei, "The clustering and development of the release center of clinical data", J. Med. Intell., vol. 40, no. 6, pp. 22-26, Mar 2019.
[10]
Z. Hongwei, Z. Pengcheng, and F. Sidu, "Study and design of multi-sources heterogeneous data integration platform in digital hospitals", J. Med. Intell., vol. 40, no. 1, pp. 23-25, Jan 2019.
[11]
H. Yue, W. Lan, and Z. Lei, "Construction and application of information integration platform of hospital based on big data", China Med. Equip., vol. 16, no. 4, pp. 103-105, June 2019.
[12]
S. Gongjian, Z. Weiwei, and S. Yun, "Research and application of hospital information system integration platform based on ensemble", China Med. Devices, vol. 34, no. 7, pp. 100-102, Sep 2019.
[13]
X.U. Lei, Q.M. Pan, and J.Y. Shi, "The construction of emergency management information system based on hospital information integration platform", China Digit. Med., vol. 14, no. 4, pp. 54-56, July 2019.
[14]
M.I. Coco, A. Nuthmann, and O. Dimigen, "Fixation-related brain potentials during semantic integration of object-scene information", Cogn. Neurosci., vol. 11, no. 25, pp. 1-19, Feb 2019.
[PMID: 31765602]
[15]
I. Mihaylov, M. Kańduła, M. Krachunov, and D. Vassilev, "A novel framework for horizontal and vertical data integration in cancer studies with application to survival time prediction models", Biol. Direct, vol. 14, no. 1, p. 22, Oct 2019.
[http://dx.doi.org/10.1186/s13062-019-0249-6] [PMID: 31752974]
[16]
A. S. Kuan, and T. J. Chen, "Healthcare data research: The inception of the Taipei Veterans General Hospital big data center", J. Chin. Med. Assoc., vol. 82, no. 9, p. 679, Jan 2019.
[http://dx.doi.org/10.1097/JCMA.0000000000000144] [PMID: 31305350]
[17]
D. Bichell, "Multi-center data frames single-center questions", World J. Pediatr. Congenit. Heart Surg., vol. 10, no. 3, pp. 268-269, Dec 2019.
[http://dx.doi.org/10.1177/2150135119838779] [PMID: 31084305]
[18]
S. Song, and Z. Zhang, "Database resources in BIG data center: Submission, archiving, and integration of big data in plant science", Mol. Plant, vol. 12, no. 3, pp. 279-281, Mar 2019.
[http://dx.doi.org/10.1016/j.molp.2019.01.020] [PMID: 30716410]
[19]
A. Alsaidi, A. Gutub, and T. Alkhodaidi, "Cybercrime on Transportation Airline", J. Forensics Res., vol. 10, no. 4, pp. 1-4, Dec 2019.
[20]
H. Abdelgawad, A.S. Shalaby, and B. Abdulhai, "Microscopic modeling of large-scale pedestrian-vehicle conflicts in the city of Madinah, Saudi Arabia", J. Adv. Transp., vol. 48, no. 6, pp. 507-525, Oct 2014.
[21]
N. Farooqi, A. Gutub, and O. Khozium, "Smart community challenges: Enabling IoT/M2M technology case study", Life Sci. J., vol. 16, no. 7, pp. 11-17, June 2019.
[22]
N. Alassaf, and A. Gutub, "Simulating light-weight-cryptography implementation for IoT healthcare data security applications", Int. J. E-Health Med. Commun., vol. 10, no. 4, pp. 1-15, Oct 2019.
[23]
H. Samkari, and A. Gutub, "Protecting medical records against cybercrimes within Hajj period by 3-layer security", Recent Trends Inf. Technol. Appl., vol. 2, no. 3, pp. 1-21, Nov 2019.
[24]
N. Alassaf, B. Alkazemi, and A. Gutub, "Applicable light-weight cryptography to secure medical data in IoT systems", J. Res. Eng. Appl. Sci., vol. 2, no. 2, pp. 50-58, 2017.
[25]
N. Alassaf, A. Gutub, S.A. Parah, and M. Al Ghamdi, "Enhancing speed of SIMON: A light-weight-cryptographic algorithm for IoT applications", Multimedia Tools Appl., vol. 78, no. 23, pp. 32633-32657, Dec 2019.
[26]
N. Alharthi, and A. Gutub, "Data visualization to explore improving decision-making within Hajj services", Sci. Model. Res., vol. 2, no. 1, pp. 9-18, June 2017.
[http://dx.doi.org/10.20448/808.2.1.9.18]
[27]
S. Kim, S.J. Guy, K. Hillesland, B. Zafar, A.A. Gutub, and D. Manocha, "Velocity-based modeling of physical interactions in dense crowds", The Visual Computer, vol. 31, no. 5, pp. 541-555, May 2015.
[28]
I. Kaysi, B. Alshalalfah, and A. Shalaby, "Users’ evaluation of rail systems in mass events: Case study in Mecca, Saudi Arabia", Transp. Res. Rec., vol. 2350, pp. 111-118, Jan 2013.
[29]
S. Curtis, B. Zafar, and A. Gutub, "Right of way: Asymmetric agent interactions in crowds", Vis. Comput., vol. 29, no. 12, pp. 1277-1292, Dec 2013.
[30]
A. Gutub, and N. Alharthi, Improving Hajj and Umrah services utilizing exploratory data visualization techniquesHajj Forum 2016 - The 16th Scientific Hajj Research Forum, Organized by the Custodian of the Two Holy Mosques Institute for Hajj Research, 2016, pp. 24-25.
[31]
W. Gan, X.U. Ming-ming, and L. Chen, "Design and implementation of the clinical scientific research platform of Big data", China Digit. Med., vol. 14, no. 2, pp. 40-43, May 2019.
[32]
C.X. Jin, H. Ji, and H.X. Xi, "The discussion about the application of the scientific research analysis platform of big data in clinical medical research", China Digit. Med., vol. 14, no. 2, pp. 37-39, Oct 2019.
[33]
J. Zheng, and Y.U. Jianming, "Planning, design and practice of hierarchical diagnosis and treatment system information system based on regional health information platform", Chinese J. Health Inform. Manag., vol. 15, no. 4, pp. 417-420, Dec 2018.
[34]
N. Ning, "Problems and countermeasures of regional health information platform", Chinese J. Health Inform. Manag., vol. 15, no. 2, pp. 187-191, Feb 2018.

Rights & Permissions Print Cite
Article Metrics
35
3
© 2024 Bentham Science Publishers | Privacy Policy