Harnessing Big Data Analytics for Healthcare: A Comprehensive Review of Frameworks, Implications, Applications, and Impacts

Awais Ahmed; Rui Xi; Mengshu Hou; Syed Attique Shah; Sufian Hameed

doi:10.1109/ACCESS.2023.3323574

Harnessing Big Data Analytics for Healthcare: A Comprehensive Review of Frameworks, Implications, Applications, and Impacts

Awais Ahmed, Rui Xi^*, Mengshu Hou^*, Syed Attique Shah, Sufian Hameed

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

35 Citations (SciVal)

Original language	English
Pages (from-to)	112891-112928
Number of pages	38
Journal	IEEE Access
Volume	11
DOIs	https://doi.org/10.1109/ACCESS.2023.3323574
Publication status	Published (VoR) - 2023

Funding

This work was supported in part by the National Natural Science Foundation of China under Grant 62072075, and in part by the Sichuan Province Key Research and Development Project under Grant 2023YFS0420

Funders	Funder number
National Natural Science Foundation of China	62072075
Shanxi Provincial Key Research and Development Project	2023YFS0420

Keywords

Big data analytics
block-chain
data-driven decisions
electronic health records
healthcare information systems
multimodal big data
natural language processing
systematic literature review

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10.1109/ACCESS.2023.3323574

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title = "Harnessing Big Data Analytics for Healthcare: A Comprehensive Review of Frameworks, Implications, Applications, and Impacts",

keywords = "Big data analytics, block-chain, data-driven decisions, electronic health records, healthcare information systems, multimodal big data, natural language processing, systematic literature review",

author = "Awais Ahmed and Rui Xi and Mengshu Hou and Shah, {Syed Attique} and Sufian Hameed",

note = "Publisher Copyright: {\textcopyright} 2013 IEEE.",

year = "2023",

doi = "10.1109/ACCESS.2023.3323574",

language = "English",

volume = "11",

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T2 - A Comprehensive Review of Frameworks, Implications, Applications, and Impacts

AU - Ahmed, Awais

AU - Xi, Rui

AU - Hou, Mengshu

AU - Shah, Syed Attique

AU - Hameed, Sufian

PY - 2023

Y1 - 2023

KW - Big data analytics

KW - block-chain

KW - data-driven decisions

KW - electronic health records

KW - healthcare information systems

KW - multimodal big data

KW - natural language processing

KW - systematic literature review

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VL - 11

SP - 112891

EP - 112928

JO - IEEE Access

JF - IEEE Access

ER -

Harnessing Big Data Analytics for Healthcare: A Comprehensive Review of Frameworks, Implications, Applications, and Impacts

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Keywords

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