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. Attached Files Name Description MIMEType Size Downloads tran-aframework-2014.pdf Published version application/pdf 7.35MB 23 Title A framework for feature extraction from hospital medical data with applications in risk prediction Author(s) Truyen, Truyen orcid.org/0000-0001-6531-8907 Luo, Wei orcid.org/0000-0002-4711-7543 Phung, Dinh orcid.org/0000-0002-9977-8247 Gupta, Sunil orcid.org/0000-0002-3308-1930 Rana, Santu orcid.org/0000-0003-2247-850X Kennedy, Richard Lee Larkins, Ann 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 Free to Read? Yes Persistent URL http://hdl.handle.net/10536/DRO/DU:30070162 Document type: Journal Article Collections: School of Medicine Centre for Pattern Recognition and Data Analytics Open Access Collection Related Links Link Description Connect to published version Go to link with your DU access privileges   Author URL Go to link with your DU access privileges     Unless expressly stated otherwise, the copyright for items in DRO is owned by the author, with all rights reserved. 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. Versions Version Filter Type Tue, 03 Mar 2015, 04:14:15 EST Wed, 04 Mar 2015, 13:25:25 EST Wed, 04 Mar 2015, 14:37:28 EST Wed, 04 Mar 2015, 15:06:18 EST Fri, 06 Mar 2015, 05:08:24 EST Thu, 12 Mar 2015, 11:30:37 EST Thu, 12 Mar 2015, 11:31:38 EST Thu, 12 Mar 2015, 11:36:53 EST Fri, 10 Apr 2015, 08:58:06 EST Wed, 24 Jun 2015, 16:26:10 EST Mon, 12 Oct 2015, 15:54:21 EST Thu, 03 Mar 2016, 13:40:05 EST Tue, 14 Jun 2016, 09:55:06 EST Tue, 14 Jun 2016, 09:57:07 EST Wed, 06 Dec 2017, 06:13:11 EST Fri, 07 Sep 2018, 17:26:17 EST Filtered Full Citation counts:   Cited 12 times in TR Web of Science Cited 18 times in Scopus Search Google Scholar Access Statistics: 421 Abstract Views, 29 File Downloads  -  Detailed Statistics Created: Wed, 04 Mar 2015, 13:25:25 EST

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