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Nursing Clinical Information System01:27

Nursing Clinical Information System

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A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
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Published on: September 20, 2018

Standardized Information Model for Clinical Texts: The MII Core Data Set Module Document.

Jakob Faller1, Marcel Susky2, Noemi Deppenwiese1

  • 1Medical Center for Information and Communication Technology, Universitätsklinikum Erlangen, FAU, Germany.

Studies in Health Technology and Informatics
|May 23, 2026
PubMed
Summary
This summary is machine-generated.

A new HL7 FHIR profile standardizes clinical documents for research. This interoperable standard connects unstructured data and metadata, improving scientific access and data organization for the German Medical Informatics Initiative (MII).

Keywords:
Data CollectionData ManagementFHIRGeMTeXMetadataNLP

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Area of Science:

  • Medical Informatics
  • Health Data Standards
  • Clinical Document Management

Background:

  • Clinical documents contain valuable unstructured data crucial for research.
  • Existing data models lack standardization, hindering interoperability and scientific access.
  • The German Medical Informatics Initiative (MII) aims to improve data utilization in healthcare.

Purpose of the Study:

  • To develop a standardized and harmonized information model for clinical documents.
  • To leverage the HL7 FHIR specification for creating an interoperable data model.
  • To facilitate internal organization and external scientific access to clinical document data.

Main Methods:

  • Developed an HL7 FHIR profile based on the DocumentReference resource.
  • Utilized existing profiles from clinical routine and the MII Core Data Set.
  • Created a new extension for representing document processing status using natural language processing.

Main Results:

  • An HL7 FHIR profile for clinical documents was successfully created.
  • The profile integrates with existing MII Core Data Set modules.
  • A novel natural language processing extension was introduced for document status.

Conclusions:

  • The developed MII CDS module provides a foundation for research involving clinical documents.
  • This standardized model simplifies coordination and enhances the use of unstructured data.
  • Interoperable standards are essential for advancing research with clinical documents.