Literature DB >> 18789876

Knowledge-data integration for temporal reasoning in a clinical trial system.

Martin J O'Connor1, Ravi D Shankar, David B Parrish, Amar K Das.   

Abstract

Managing time-stamped data is essential to clinical research activities and often requires the use of considerable domain knowledge. Adequately representing and integrating temporal data and domain knowledge is difficult with the database technologies used in most clinical research systems. There is often a disconnect between the database representation of research data and corresponding domain knowledge of clinical research concepts. In this paper, we present a set of methodologies for undertaking ontology-based specification of temporal information, and discuss their application to the verification of protocol-specific temporal constraints among clinical trial activities. Our approach allows knowledge-level temporal constraints to be evaluated against operational trial data stored in relational databases. We show how the Semantic Web ontology and rule languages OWL and SWRL, respectively, can support tools for research data management that automatically integrate low-level representations of relational data with high-level domain concepts used in study design.

Mesh:

Year:  2008        PMID: 18789876     DOI: 10.1016/j.ijmedinf.2008.07.013

Source DB:  PubMed          Journal:  Int J Med Inform        ISSN: 1386-5056            Impact factor:   4.046


  5 in total

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Authors:  Ya-Li Zheng; Xiao-Rong Ding; Carmen Chung Yan Poon; Benny Ping Lai Lo; Heye Zhang; Xiao-Lin Zhou; Guang-Zhong Yang; Ni Zhao; Yuan-Ting Zhang
Journal:  IEEE Trans Biomed Eng       Date:  2014-05       Impact factor: 4.538

2.  The Analytic Information Warehouse (AIW): a platform for analytics using electronic health record data.

Authors:  Andrew R Post; Tahsin Kurc; Sharath Cholleti; Jingjing Gao; Xia Lin; William Bornstein; Dedra Cantrell; David Levine; Sam Hohmann; Joel H Saltz
Journal:  J Biomed Inform       Date:  2013-02-09       Impact factor: 6.317

3.  Building Data-Driven Pathways From Routinely Collected Hospital Data: A Case Study on Prostate Cancer.

Authors:  Joao H Bettencourt-Silva; Jeremy Clark; Colin S Cooper; Robert Mills; Victor J Rayward-Smith; Beatriz de la Iglesia
Journal:  JMIR Med Inform       Date:  2015-07-10

4.  Towards achieving semantic interoperability of clinical study data with FHIR.

Authors:  Hugo Leroux; Alejandro Metke-Jimenez; Michael J Lawley
Journal:  J Biomed Semantics       Date:  2017-09-19

5.  OWL model of clinical trial eligibility criteria compatible with partially-known information.

Authors:  Olivier Dameron; Paolo Besana; Oussama Zekri; Annabel Bourdé; Anita Burgun; Marc Cuggia
Journal:  J Biomed Semantics       Date:  2013-09-13
  5 in total

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