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The development of a risk index for depression (RID)

Dipnall, Joanna Frith 2017, The development of a risk index for depression (RID), PhD thesis, School of Medicine, Deakin University.

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Title The development of a risk index for depression (RID)
Author Dipnall, Joanna Frith
Institution Deakin University
School School of Medicine
Faculty Faculty of Health
Degree type Research doctorate
Degree name PhD
Thesis advisor Pasco, JulieORCID iD for Pasco, Julie orcid.org/0000-0002-8968-4714
Williams, LanaORCID iD for Williams, Lana orcid.org/0000-0002-1377-1272
Jacka, FeliceORCID iD for Jacka, Felice orcid.org/0000-0002-9825-0328
Dodd, SeetalORCID iD for Dodd, Seetal orcid.org/0000-0002-7918-4636
Meyer, Denny
Date submitted 2017-02
Keyword(s) Risk Index for Depression (RID)
Data Integration Protocol In Ten-steps (DIPIT)
risk determinants
dietary patterns
lifestyle
biomarker determinant
somatic symptoms determinant
Summary  This thesis developed a novel methodology for a flexible and modular Risk Index for Depression (RID) that blended data mining and machine learning techniques with traditional statistical techniques. This RID shows great potential for future clinical use.
Language eng
Field of Research 111706 Epidemiology
010402 Biostatistics
Socio Economic Objective 920401 Behaviour and Health
Description of original xix, 198 pages : illustrations, tables, graphs, some coloured
Copyright notice ┬ęThe author. All Rights Reserved.
Free to Read? Yes
Persistent URL http://hdl.handle.net/10536/DRO/DU:30103440

Document type: Thesis
Collections: Higher degree theses (Open Access)
Open Access Collection
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Created: Wed, 18 Oct 2017, 08:00:46 EST by Asif, Yasmin

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.