Literature DB >> 28336477

A novel semantic representation for eligibility criteria in clinical trials.

Efthymios Chondrogiannis1, Vassiliki Andronikou2, Anastasios Tagaris3, Efstathios Karanastasis4, Theodora Varvarigou5, Masatsugu Tsuji6.   

Abstract

Eligibility Criteria (EC) comprise an important part of a clinical study, being determinant of its cost, duration and overall success. Their formal, computer-processable description can significantly improve clinical trial design and conduction by enabling their intelligent processing, replicability and linkability with other data. For EC representation purposes, related standards were investigated, along with published literature. Moreover, a considerable number of clinicaltrials.gov studies was analyzed in collaboration with clinical experts for the determination and classification of parameters of clinical research importance. The outcome of this process was the EC Representation; a CDISC-compliant schema for organizing criteria along with a patient-centric model for their formal expression, properly linked with international classifications and codifications. Its evaluation against 200 randomly selected EC indicated that it can adequately serve its purpose, while it can be also combined with existing tools and components developed for both EC specification and especially application to Electronic Health Records.
Copyright © 2017 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Bioinformatics; Clinical trials; Eligibility criteria representation; Reference models; Semantic web; Temporal constraints

Mesh:

Year:  2017        PMID: 28336477     DOI: 10.1016/j.jbi.2017.03.013

Source DB:  PubMed          Journal:  J Biomed Inform        ISSN: 1532-0464            Impact factor:   6.317


  2 in total

1.  Clinical trial design and dissemination: comprehensive analysis of clinicaltrials.gov and PubMed data since 2005.

Authors:  Magdalena Zwierzyna; Mark Davies; Aroon D Hingorani; Jackie Hunter
Journal:  BMJ       Date:  2018-06-06

2.  Chia, a large annotated corpus of clinical trial eligibility criteria.

Authors:  Fabrício Kury; Alex Butler; Chi Yuan; Li-Heng Fu; Yingcheng Sun; Hao Liu; Ida Sim; Simona Carini; Chunhua Weng
Journal:  Sci Data       Date:  2020-08-27       Impact factor: 6.444

  2 in total

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