Data and analytics challenges for a learning healthcare system

Rahul C. Basole; Mark L. Braunstein; Jimeng Sun

doi:10.1145/2755489

Data and analytics challenges for a learning healthcare system

Rahul C. Basole, Mark L. Braunstein, Jimeng Sun

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

Abstract

Healthcare data presents unique challenges for both analytic research and operational efforts to truly create a learning health system, but widespread adoption of electronic records and an increasingly receptive technical and policy landscape for solving the interoperability challenge suggest a more approachable data infrastructure in the coming years. As a result, research aimed at understanding workflow and care processes and more advanced analytic platforms are increasingly possible and timely.

Original language	English (US)
Article number	10
Journal	Journal of Data and Information Quality
Volume	6
Issue number	2-3
DOIs	https://doi.org/10.1145/2755489
State	Published - Jun 1 2015
Externally published	Yes

Keywords

Data analytics
Data integration
Data mining
Health informatics
Visualization

ASJC Scopus subject areas

Information Systems
Information Systems and Management

Online availability

10.1145/2755489

Library availability

Discover UIUC Full Text

Cite this

@article{a41784f6084c4970a0fa579459e7fce7,

title = "Data and analytics challenges for a learning healthcare system",

abstract = "Healthcare data presents unique challenges for both analytic research and operational efforts to truly create a learning health system, but widespread adoption of electronic records and an increasingly receptive technical and policy landscape for solving the interoperability challenge suggest a more approachable data infrastructure in the coming years. As a result, research aimed at understanding workflow and care processes and more advanced analytic platforms are increasingly possible and timely.",

keywords = "Data analytics, Data integration, Data mining, Health informatics, Visualization",

author = "Basole, {Rahul C.} and Braunstein, {Mark L.} and Jimeng Sun",

note = "Publisher Copyright: {\textcopyright} 2015 ACM.",

year = "2015",

month = jun,

day = "1",

doi = "10.1145/2755489",

language = "English (US)",

volume = "6",

journal = "Journal of Data and Information Quality",

issn = "1936-1955",

publisher = "Association for Computing Machinery",

number = "2-3",

}

TY - JOUR

T1 - Data and analytics challenges for a learning healthcare system

AU - Basole, Rahul C.

AU - Braunstein, Mark L.

AU - Sun, Jimeng

PY - 2015/6/1

Y1 - 2015/6/1

N2 - Healthcare data presents unique challenges for both analytic research and operational efforts to truly create a learning health system, but widespread adoption of electronic records and an increasingly receptive technical and policy landscape for solving the interoperability challenge suggest a more approachable data infrastructure in the coming years. As a result, research aimed at understanding workflow and care processes and more advanced analytic platforms are increasingly possible and timely.

AB - Healthcare data presents unique challenges for both analytic research and operational efforts to truly create a learning health system, but widespread adoption of electronic records and an increasingly receptive technical and policy landscape for solving the interoperability challenge suggest a more approachable data infrastructure in the coming years. As a result, research aimed at understanding workflow and care processes and more advanced analytic platforms are increasingly possible and timely.

KW - Data analytics

KW - Data integration

KW - Data mining

KW - Health informatics

KW - Visualization

UR - http://www.scopus.com/inward/record.url?scp=84938296227&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84938296227&partnerID=8YFLogxK

U2 - 10.1145/2755489

DO - 10.1145/2755489

M3 - Article

AN - SCOPUS:84938296227

SN - 1936-1955

VL - 6

JO - Journal of Data and Information Quality

JF - Journal of Data and Information Quality

IS - 2-3

M1 - 10

ER -

Data and analytics challenges for a learning healthcare system

Abstract

Keywords

ASJC Scopus subject areas

Online availability

Library availability

Related links

Fingerprint

Cite this