Toward semantic web based knowledge representation and extraction from electronic health records

Cui Tao, Jyotishman Pathak, Susan Rea Welch, Matt Mouley Bouamrane, Stanley M. Huff, Christopher G. Chute

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Abstract

The recent large-scale deployment of Electronic Health Records (EHR) across medical institutions provides new opportunities of secondary use of EHR. One prerequisite of meaningful use of EHR data is interoperability among knowledge, data, and applications in healthcare IT. In this paper, we introduce our vision on applying semantic web techniques to clinical knowledge and data representation, as well as to retrieve useful information and knowledge from EHR. We discuss the challenges we are facing, as well as two real-world use cases we are currently working on.

Original languageEnglish (US)
Title of host publicationInternational Conference on Information and Knowledge Management, Proceedings
Pages75-78
Number of pages4
DOIs
StatePublished - 2011
Event1st International Workshop on Managing Interoperability and compleXity in Health Systems, MIXHS'11, Collocated with the 20th ACM International Conference on Information and Knowledge Management, CIKM 2011 - Glasgow, United Kingdom
Duration: Oct 28 2011Oct 28 2011

Other

Other1st International Workshop on Managing Interoperability and compleXity in Health Systems, MIXHS'11, Collocated with the 20th ACM International Conference on Information and Knowledge Management, CIKM 2011
CountryUnited Kingdom
CityGlasgow
Period10/28/1110/28/11

Fingerprint

Knowledge representation
Knowledge extraction
Electronic health record
Semantic web
Web-based
Healthcare
Interoperability

Keywords

  • electronic health records
  • ontologies
  • semantic web

ASJC Scopus subject areas

  • Business, Management and Accounting(all)
  • Decision Sciences(all)

Cite this

Tao, C., Pathak, J., Welch, S. R., Bouamrane, M. M., Huff, S. M., & Chute, C. G. (2011). Toward semantic web based knowledge representation and extraction from electronic health records. In International Conference on Information and Knowledge Management, Proceedings (pp. 75-78) https://doi.org/10.1145/2064747.2064765

Toward semantic web based knowledge representation and extraction from electronic health records. / Tao, Cui; Pathak, Jyotishman; Welch, Susan Rea; Bouamrane, Matt Mouley; Huff, Stanley M.; Chute, Christopher G.

International Conference on Information and Knowledge Management, Proceedings. 2011. p. 75-78.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tao, C, Pathak, J, Welch, SR, Bouamrane, MM, Huff, SM & Chute, CG 2011, Toward semantic web based knowledge representation and extraction from electronic health records. in International Conference on Information and Knowledge Management, Proceedings. pp. 75-78, 1st International Workshop on Managing Interoperability and compleXity in Health Systems, MIXHS'11, Collocated with the 20th ACM International Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, 10/28/11. https://doi.org/10.1145/2064747.2064765
Tao C, Pathak J, Welch SR, Bouamrane MM, Huff SM, Chute CG. Toward semantic web based knowledge representation and extraction from electronic health records. In International Conference on Information and Knowledge Management, Proceedings. 2011. p. 75-78 https://doi.org/10.1145/2064747.2064765
Tao, Cui ; Pathak, Jyotishman ; Welch, Susan Rea ; Bouamrane, Matt Mouley ; Huff, Stanley M. ; Chute, Christopher G. / Toward semantic web based knowledge representation and extraction from electronic health records. International Conference on Information and Knowledge Management, Proceedings. 2011. pp. 75-78
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