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 of Biomedical Informatics – Elsevier
Published: Jun 1, 2018
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