LabLinker: Finding Links of Laboratory Test Results between Structured Records and Clinical Notes

Sijia Liu, Vipin Chaudhary, Liwei Wang, Hongfang D Liu

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

Abstract

Laboratory test results can be stored as structured data in electronic health records (EHRs), or embedded in unstructured clinical notes. In this study, we built a system, LabLinker, to link the lab test result mentions in clinical notes to structured lab test records. We studied the data of 104 diabetes patients from 2001 to 2014, specifically, glucose and HbA1c, to demonstrate the effectiveness of LabLinker. Our results show 22% of glucose and 46% of HbA1c values in EHR are mentioned in clinical notes, and the usages of patient-owned medical devices and results from other institutions can lead to the absence of structured lab test records.

Original languageEnglish (US)
Title of host publicationProceedings - 2016 IEEE International Conference on Healthcare Informatics, ICHI 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages302
Number of pages1
ISBN (Electronic)9781509061174
DOIs
StatePublished - Dec 6 2016
Event2016 IEEE International Conference on Healthcare Informatics, ICHI 2016 - Chicago, United States
Duration: Oct 4 2016Oct 7 2016

Other

Other2016 IEEE International Conference on Healthcare Informatics, ICHI 2016
CountryUnited States
CityChicago
Period10/4/1610/7/16

Fingerprint

Electronic Health Records
Glucose
Health
Medical problems
electronics
Equipment and Supplies
health
chronic illness
Values

ASJC Scopus subject areas

  • Health Informatics
  • Health(social science)
  • Computer Networks and Communications
  • Computer Science Applications

Cite this

Liu, S., Chaudhary, V., Wang, L., & Liu, H. D. (2016). LabLinker: Finding Links of Laboratory Test Results between Structured Records and Clinical Notes. In Proceedings - 2016 IEEE International Conference on Healthcare Informatics, ICHI 2016 (pp. 302). [7776360] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICHI.2016.44

LabLinker : Finding Links of Laboratory Test Results between Structured Records and Clinical Notes. / Liu, Sijia; Chaudhary, Vipin; Wang, Liwei; Liu, Hongfang D.

Proceedings - 2016 IEEE International Conference on Healthcare Informatics, ICHI 2016. Institute of Electrical and Electronics Engineers Inc., 2016. p. 302 7776360.

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

Liu, S, Chaudhary, V, Wang, L & Liu, HD 2016, LabLinker: Finding Links of Laboratory Test Results between Structured Records and Clinical Notes. in Proceedings - 2016 IEEE International Conference on Healthcare Informatics, ICHI 2016., 7776360, Institute of Electrical and Electronics Engineers Inc., pp. 302, 2016 IEEE International Conference on Healthcare Informatics, ICHI 2016, Chicago, United States, 10/4/16. https://doi.org/10.1109/ICHI.2016.44
Liu S, Chaudhary V, Wang L, Liu HD. LabLinker: Finding Links of Laboratory Test Results between Structured Records and Clinical Notes. In Proceedings - 2016 IEEE International Conference on Healthcare Informatics, ICHI 2016. Institute of Electrical and Electronics Engineers Inc. 2016. p. 302. 7776360 https://doi.org/10.1109/ICHI.2016.44
Liu, Sijia ; Chaudhary, Vipin ; Wang, Liwei ; Liu, Hongfang D. / LabLinker : Finding Links of Laboratory Test Results between Structured Records and Clinical Notes. Proceedings - 2016 IEEE International Conference on Healthcare Informatics, ICHI 2016. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 302
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