DocumentCode :
3428894
Title :
The TRIACS analytical workflows platform for distributed clinical decision support
Author :
Riposan, Adina ; Taylor, Ian J. ; Rana, Omer ; Owens, David R. ; Conley, Edward C.
Author_Institution :
Sch. of Comput. Sci., Cardiff Univ., Cardiff, UK
fYear :
2009
fDate :
2-5 Aug. 2009
Firstpage :
1
Lastpage :
8
Abstract :
In this paper we discuss a flexible distributed workflow-based approach that enables researchers to study biomedical data for creating decision support pipelines. Specifically we describe the TRIACS platform, which has first been applied to supporting evidence-based decisions for optimum diabetic retinopathy screening intervals In the prioritization mechanism, pseudonymised case data is stratified for screening need by computation of outcome risk or by clustering of dasiaat-riskpsila cases with past cases of actual preventable outcomes. Workflows present a novel approach to this problem by providing an appropriate level of granularity for breaking the domain problem into a collection of reusable service-oriented components that can be applied in different ways. TRIACS is intended to make the creation of new application logic quicker and easier than bespoke development methods. Through the TRIACS workflow interface, modular code is portable and available to solve analogous domain problems including application to trial studies for mining and analysing clinical data.
Keywords :
biology computing; data mining; diseases; TRIACS analytical workflow platform; TRIana advanced clinical support; biomedical data; distributed clinical decision support; granularity; mining data; modular code; optimum diabetic retinopathy screening intervals; prioritization mechanism; pseudonymised case data; reusable service-oriented components; Computer science; Data analysis; Data flow computing; Diabetes; Information analysis; Medical diagnostic imaging; Medical services; Retinopathy; Service oriented architecture; Thyristors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer-Based Medical Systems, 2009. CBMS 2009. 22nd IEEE International Symposium on
Conference_Location :
Albuquerque, NM
ISSN :
1063-7125
Print_ISBN :
978-1-4244-4879-1
Electronic_ISBN :
1063-7125
Type :
conf
DOI :
10.1109/CBMS.2009.5255422
Filename :
5255422
Link To Document :
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