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A framework for feature extraction from hospital medical data with applications in risk prediction

Truyen, Truyen, Luo, Wei, Phung, Dinh, Gupta, Sunil, Rana, Santu, Kennedy, Richard Lee, Larkins, Ann and Venkatesh, Svetha 2014, A framework for feature extraction from hospital medical data with applications in risk prediction, BMC Bioinformatics, vol. 15, pp. 1-9, doi: 10.1186/s12859-014-0425-8.

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Title A framework for feature extraction from hospital medical data with applications in risk prediction
Author(s) Truyen, TruyenORCID iD for Truyen, Truyen orcid.org/0000-0001-6531-8907
Luo, WeiORCID iD for Luo, Wei orcid.org/0000-0002-4711-7543
Phung, DinhORCID iD for Phung, Dinh orcid.org/0000-0002-9977-8247
Gupta, SunilORCID iD for Gupta, Sunil orcid.org/0000-0002-3308-1930
Rana, SantuORCID iD for Rana, Santu orcid.org/0000-0003-2247-850X
Kennedy, Richard Lee
Larkins, Ann
Venkatesh, SvethaORCID iD for Venkatesh, Svetha orcid.org/0000-0001-8675-6631
Journal name BMC Bioinformatics
Volume number 15
Start page 1
End page 9
Total pages 9
Publisher BioMed Central
Place of publication London,Eng.
Publication date 2014-12-30
ISSN 1471-2105
Keyword(s) Science & Technology
Life Sciences & Biomedicine
Biochemical Research Methods
Biotechnology & Applied Microbiology
Mathematical & Computational Biology
Biochemistry & Molecular Biology
Feature extraction
Risk prediction
Hospital data
ACUTE MYOCARDIAL-INFARCTION
CLINICAL COMORBIDITY INDEX
ADMINISTRATIVE DATA
HEART-FAILURE
READMISSION
VALIDATION
ICD-9-CM
CARE
PNEUMONIA
Language eng
DOI 10.1186/s12859-014-0425-8
Field of Research 119999 Medical and Health Sciences not elsewhere classified
Socio Economic Objective 920299 Health and Support Services not elsewhere classified
HERDC Research category C1 Refereed article in a scholarly journal
ERA Research output type C Journal article
Copyright notice ©2014, BioMed Central
Persistent URL http://hdl.handle.net/10536/DRO/DU:30070162

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Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au.