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가톨릭대학교 간호대학

교수

강민정

강민정 (Min-Jeoung Kang)

  • - 가톨릭대학교 간호대학(BSN)
  • - 가톨릭대학교 대학원 간호학과(MSN)
  • - 가톨릭대학교 대학원 간호학과(PhD)
  • - Harvard Medical School(Post-doc)

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세부전공

성인간호학, 지역사회간호학

연구분야

간호정보, 임상의사결정시스템, 의료용어표준, 임상간호, 응급간호, 환자안전, 지역사회간호

연구성과
논문
  • Predicting Pressure Injury Using Nursing Assessment Phenotypes and Machine Learning Methods. Journal of the American Medical Informatics Association. 2021. On Press.
  • Healthcare Process Modeling to Phenotype Clinician Behaviors for Exploiting the Signal Gain of Clinical Expertise (HPM-ExpertSignals): Development and Evaluation of a Conceptual Framework. Journal of the American Medical Informatics Association. 2021. On Press.
  • Estimating Time to Progression of Chronic Obstructive Pulmonary Disease with Tolerance. IEEE Journal of Biomedical and Health Informatics. 2021
  • Developing Hierarchical Standardized Home Care Nursing Statements Using Nursing Standard Terminologies. International Journal of Medical Informatics. 2020.
  • Development and Validation of Early Warning Score System: A Systematic Literature Review. Journal of Biomedical Informatics. 2020.
  • Mining Clinical Phrases from Nursing Notes to Discover Risk Factors of Patient Deterioration. International Journal of Medical Informatics. 2020.
  • Identifying Nurses’ Concern Concepts about Patient Deterioration Using a Standard Nursing Terminology. International Journal of Medical Informatics. 2020.
  • A temporal Visualization of Chronic Obstructive Pulmonary Disease Progression Using Deep Learning and Unstructured Clinical Notes. BMC Medical Informatics and Decision Making. 2019
  • Unsupervised Machine Learning of Topics Documented by Nurses about Hospitalized Patients Prior to a Rapid-Response Event. Applied Clinical Informatics. 2019.
  • leveraging Clinical Expertise as a Feature - not an Outcome - of Predictive Models: Evaluation of an Early Warning System Use Case. Proceeding of American Medical Informatics Association Annual Fall Symposium. 2019
  • Automated Medication Error Risk Assessment System (Auto-MERAS). Journal of Nursing Care Quality. 2018.
  • Quantifying and Visualizing Nursing Flowsheet Documentation Burden in Acute and Critical Care. Proceeding of the American Medical Informatics Association Annual Fall Symposium. 2018
  • Stakeholder Analysis for Adopting a Personal Health Record Standard in Korea. Health Information Management Journal. 2015.
  • Appropriateness of ICNP in Korean Home Care Nursing. International Journal of Medical Informatics. 2015.
  • Development of Ontology for the Diseases of Spine. Advances in Computer Science and its Applications/ Lecture Notes in Electrical Engineering. 2014.
  • Comparison of Validity of Mapping between Drug Indications and ICD-10. Methods of Information in Medicine. 2014.
저서/역서, 특허
  • NA
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