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Process mining routinely collected electronic health records to define real-life clinical pathways during chemotherapy

Abstract:

There is growing interest in the use of routinely collected electronic health records to enhance service delivery and facilitate clinical research. It should be possible to detect and measure patterns of care and use the data to monitor improvements but there are methodological and data quality challenges. Driven by the desire to model the impact of a patient self-test blood count monitoring service in patients on chemotherapy, we aimed to (i) establish reproducible methods of process-mining ...

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Publication status:
Published
Peer review status:
Peer reviewed
Version:
Accepted Manuscript

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Publisher copy:
10.1016/j.ijmedinf.2017.03.011

Authors


Dunwoodie, E More by this author
Newsham, A More by this author
Johnson, O More by this author
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Grant:
SBRI-1 grant, project number 1203_SBR_SB2_DANR_SBRI
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Grant:
Diagnostic Evidence Co-operatives
Publisher:
Elsevier Publisher's website
Journal:
International Journal of Medical Informatics Journal website
Volume:
103
Pages:
32-41
Publication date:
2017-04-08
DOI:
EISSN:
1872-8243
ISSN:
1386-5056
Pubs id:
pubs:691477
URN:
uri:73faad28-ccfe-436f-88b6-2cc8e8569cc2
UUID:
uuid:73faad28-ccfe-436f-88b6-2cc8e8569cc2
Local pid:
pubs:691477

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