Literature DB >> 28269882

A platform for exploration into chaining of web services for clinical data transformation and reasoning.

José Alberto Maldonado1, Mar Marcos2, Jesualdo Tomás Fernández-Breis3, Estíbaliz Parcero4, Diego Boscá4, María Del Carmen Legaz-García3, Begoña Martínez-Salvador2, Montserrat Robles4.   

Abstract

The heterogeneity of clinical data is a key problem in the sharing and reuse of Electronic Health Record (EHR) data. We approach this problem through the combined use of EHR standards and semantic web technologies, concretely by means of clinical data transformation applications that convert EHR data in proprietary format, first into clinical information models based on archetypes, and then into RDF/OWL extracts which can be used for automated reasoning. In this paper we describe a proof-of-concept platform to facilitate the (re)configuration of such clinical data transformation applications. The platform is built upon a number of web services dealing with transformations at different levels (such as normalization or abstraction), and relies on a collection of reusable mappings designed to solve specific transformation steps in a particular clinical domain. The platform has been used in the development of two different data transformation applications in the area of colorectal cancer.

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Mesh:

Year:  2017        PMID: 28269882      PMCID: PMC5333274     

Source DB:  PubMed          Journal:  AMIA Annu Symp Proc        ISSN: 1559-4076


  15 in total

1.  Heterogeneous database integration in biomedicine.

Authors:  W Sujansky
Journal:  J Biomed Inform       Date:  2001-08       Impact factor: 6.317

Review 2.  State of the nation in data integration for bioinformatics.

Authors:  Carole Goble; Robert Stevens
Journal:  J Biomed Inform       Date:  2008-02-05       Impact factor: 6.317

3.  Interoperability of clinical decision-support systems and electronic health records using archetypes: a case study in clinical trial eligibility.

Authors:  Mar Marcos; Jose A Maldonado; Begoña Martínez-Salvador; Diego Boscá; Montserrat Robles
Journal:  J Biomed Inform       Date:  2013-05-22       Impact factor: 6.317

4.  Lessons learned in the generation of biomedical research datasets using Semantic Open Data technologies.

Authors:  María del Carmen Legaz-García; José Antonio Miñarro-Giménez; Marcos Menárguez-Tortosa; Jesualdo Tomás Fernández-Breis
Journal:  Stud Health Technol Inform       Date:  2015

5.  Transformation of standardized clinical models based on OWL technologies: from CEM to OpenEHR archetypes.

Authors:  María del Carmen Legaz-García; Marcos Menárguez-Tortosa; Jesualdo Tomás Fernández-Breis; Christopher G Chute; Cui Tao
Journal:  J Am Med Inform Assoc       Date:  2015-02-10       Impact factor: 4.497

6.  A semantic-web oriented representation of the clinical element model for secondary use of electronic health records data.

Authors:  Cui Tao; Guoqian Jiang; Thomas A Oniki; Robert R Freimuth; Qian Zhu; Deepak Sharma; Jyotishman Pathak; Stanley M Huff; Christopher G Chute
Journal:  J Am Med Inform Assoc       Date:  2012-12-25       Impact factor: 4.497

7.  Implementation of an Execution Engine for SNOMED CT Expression Constraint Language.

Authors:  V M Giménez-Solano; J A Maldonado; S Salas-García; D Boscá; M Robles
Journal:  Stud Health Technol Inform       Date:  2016

8.  Leveraging electronic healthcare record standards and semantic web technologies for the identification of patient cohorts.

Authors:  Jesualdo Tomás Fernández-Breis; José Alberto Maldonado; Mar Marcos; María del Carmen Legaz-García; David Moner; Joaquín Torres-Sospedra; Angel Esteban-Gil; Begoña Martínez-Salvador; Montserrat Robles
Journal:  J Am Med Inform Assoc       Date:  2013-08-09       Impact factor: 4.497

Review 9.  Costs and benefits of health information technology.

Authors:  Paul G Shekelle; Sally C Morton; Emmett B Keeler
Journal:  Evid Rep Technol Assess (Full Rep)       Date:  2006-04

10.  Semantic querying of relational data for clinical intelligence: a semantic web services-based approach.

Authors:  Alexandre Riazanov; Artjom Klein; Arash Shaban-Nejad; Gregory W Rose; Alan J Forster; David L Buckeridge; Christopher Jo Baker
Journal:  J Biomed Semantics       Date:  2013-03-13
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  1 in total

1.  Conceptual Design, Implementation, and Evaluation of Generic and Standard-Compliant Data Transfer into Electronic Health Records.

Authors:  Rogério Blitz; Martin Dugas
Journal:  Appl Clin Inform       Date:  2020-05-27       Impact factor: 2.342

  1 in total

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