Big data handling mechanisms in the healthcare applications: A comprehensive and systematic literature review

Big data handling mechanisms in the healthcare applications: A comprehensive and systematic... Journal of Biomedical Informatics 82 (2018) 47–62 Contents lists available at ScienceDirect Journal of Biomedical Informatics journal homepage: www.elsevier.com/locate/yjbin Big data handling mechanisms in the healthcare applications: A comprehensive and systematic literature review Asma Pashazadeh, Nima Jafari Navimipour Department of Computer Engineering, Tabriz Branch, Islamic Azad University, Tabriz, Iran ARTIC L E I NF O ABSTRAC T Keywords: Healthcare provides many services such as diagnosing, treatment, prevention of diseases, illnesses, injuries, and Systematic literature review other physical and mental disorders. Large-scale distributed data processing applications in healthcare as a basic Big data concept operates on large amounts of data. Therefore, big data application functions are the main part of Healthcare healthcare operations, but there was not any comprehensive and systematic survey about studying and evalu- Cloud ating the important techniques in this field. Therefore, this paper aims at providing the comprehensive, detailed, Agent and systematic study of the state-of-the-art mechanisms in the big data related to healthcare applications in five Heuristic categories, including machine learning, cloud-based, heuristic-based, agent-based, and hybrid mechanisms. Also, this paper displayed a systematic literature review (SLR) of the big data applications in the healthcare literature up to the end of 2016. Initially, 205 papers were http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Journal of Biomedical Informatics Elsevier

Big data handling mechanisms in the healthcare applications: A comprehensive and systematic literature review

Loading next page...
 
/lp/elsevier/big-data-handling-mechanisms-in-the-healthcare-applications-a-LDthCq3d06
Publisher
Elsevier
Copyright
Copyright © 2018 Elsevier Inc.
ISSN
1532-0464
eISSN
1532-0480
D.O.I.
10.1016/j.jbi.2018.03.014
Publisher site
See Article on Publisher Site

Abstract

Journal of Biomedical Informatics 82 (2018) 47–62 Contents lists available at ScienceDirect Journal of Biomedical Informatics journal homepage: www.elsevier.com/locate/yjbin Big data handling mechanisms in the healthcare applications: A comprehensive and systematic literature review Asma Pashazadeh, Nima Jafari Navimipour Department of Computer Engineering, Tabriz Branch, Islamic Azad University, Tabriz, Iran ARTIC L E I NF O ABSTRAC T Keywords: Healthcare provides many services such as diagnosing, treatment, prevention of diseases, illnesses, injuries, and Systematic literature review other physical and mental disorders. Large-scale distributed data processing applications in healthcare as a basic Big data concept operates on large amounts of data. Therefore, big data application functions are the main part of Healthcare healthcare operations, but there was not any comprehensive and systematic survey about studying and evalu- Cloud ating the important techniques in this field. Therefore, this paper aims at providing the comprehensive, detailed, Agent and systematic study of the state-of-the-art mechanisms in the big data related to healthcare applications in five Heuristic categories, including machine learning, cloud-based, heuristic-based, agent-based, and hybrid mechanisms. Also, this paper displayed a systematic literature review (SLR) of the big data applications in the healthcare literature up to the end of 2016. Initially, 205 papers were

Journal

Journal of Biomedical InformaticsElsevier

Published: Jun 1, 2018

References

You’re reading a free preview. Subscribe to read the entire article.


DeepDyve is your
personal research library

It’s your single place to instantly
discover and read the research
that matters to you.

Enjoy affordable access to
over 18 million articles from more than
15,000 peer-reviewed journals.

All for just $49/month

Explore the DeepDyve Library

Search

Query the DeepDyve database, plus search all of PubMed and Google Scholar seamlessly

Organize

Save any article or search result from DeepDyve, PubMed, and Google Scholar... all in one place.

Access

Get unlimited, online access to over 18 million full-text articles from more than 15,000 scientific journals.

Your journals are on DeepDyve

Read from thousands of the leading scholarly journals from SpringerNature, Elsevier, Wiley-Blackwell, Oxford University Press and more.

All the latest content is available, no embargo periods.

See the journals in your area

DeepDyve

Freelancer

DeepDyve

Pro

Price

FREE

$49/month
$360/year

Save searches from
Google Scholar,
PubMed

Create lists to
organize your research

Export lists, citations

Read DeepDyve articles

Abstract access only

Unlimited access to over
18 million full-text articles

Print

20 pages / month

PDF Discount

20% off