Jennifer Garvin

Summary

Country: USA

Publications

  1. doi request reprint An Evolving Ecosystem for Natural Language Processing in Department of Veterans Affairs
    JENNIFER H GARVIN
    IDEAS Center SLC VA Healthcare System, 500 Foothill Drive, Salt Lake City, UT, 84148, USA
    J Med Syst 41:32. 2017
  2. pmc Automated extraction of ejection fraction for quality measurement using regular expressions in Unstructured Information Management Architecture (UIMA) for heart failure
    JENNIFER H GARVIN
    IDEAS Center, SLC VA Healthcare System, Salt Lake City, Utah 84148, USA
    J Am Med Inform Assoc 19:859-66. 2012
  3. pmc Heart Failure Medications Detection and Prescription Status Classification in Clinical Narrative Documents
    Stephane M Meystre
    Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah, USA
    Stud Health Technol Inform 216:609-13. 2015
  4. pmc Developing a manually annotated clinical document corpus to identify phenotypic information for inflammatory bowel disease
    Brett R South
    VA Salt Lake City Health Care System, IDEAS Center, Salt Lake City, Utah 84148, USA
    BMC Bioinformatics 10:S12. 2009

Detail Information

Publications4

  1. doi request reprint An Evolving Ecosystem for Natural Language Processing in Department of Veterans Affairs
    JENNIFER H GARVIN
    IDEAS Center SLC VA Healthcare System, 500 Foothill Drive, Salt Lake City, UT, 84148, USA
    J Med Syst 41:32. 2017
    ..2% and the kappa to be 0.7851. The vision of the VA Clinical NLP Ecosystem met stakeholder needs. Interviews and discussion provided key requirements that inform the design of the VA Clinical NLP Ecosystem...
  2. pmc Automated extraction of ejection fraction for quality measurement using regular expressions in Unstructured Information Management Architecture (UIMA) for heart failure
    JENNIFER H GARVIN
    IDEAS Center, SLC VA Healthcare System, Salt Lake City, Utah 84148, USA
    J Am Med Inform Assoc 19:859-66. 2012
    ..This project was a Translational Use Case Project within the VA Consortium for Healthcare Informatics...
  3. pmc Heart Failure Medications Detection and Prescription Status Classification in Clinical Narrative Documents
    Stephane M Meystre
    Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah, USA
    Stud Health Technol Inform 216:609-13. 2015
    ..e., active, discontinued, or negative), we implemented a SVM classifier with lexical features and achieved good performance, reaching 95.49% accuracy, in a five-fold cross-validation evaluation. ..
  4. pmc Developing a manually annotated clinical document corpus to identify phenotypic information for inflammatory bowel disease
    Brett R South
    VA Salt Lake City Health Care System, IDEAS Center, Salt Lake City, Utah 84148, USA
    BMC Bioinformatics 10:S12. 2009
    ..These tasks are time consuming, expensive, and require considerable effort on the part of human reviewers...