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Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

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The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
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Updated: Sep 9, 2025

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Development and Implementation of an Open, Modular, and Participatory Toolchain for Distributed IT Development in

Daniel Neumann1, Richard Gebler2, Jana Kiederle3

  • 1Institute for Medical Informatics, Statistics and Epidemiology (IMISE), University Leipzig, Germany.

Studies in Health Technology and Informatics
|September 3, 2025
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Summary
This summary is machine-generated.

This study presents a decentralized toolchain for transforming clinical data into research-ready formats using HL7 FHIR standards, enabling scalable, compliant clinical research across multiple institutions.

Keywords:
Clinical InformaticsData IntegrationHealth Information ExchangeImplementation ScienceInteroperabilityMedical Informatics Applications

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Area of Science:

  • Medical Informatics
  • Health Data Standards
  • Clinical Research Infrastructure

Background:

  • Distributed healthcare research infrastructures struggle to harmonize routine clinical data into research-ready formats using HL7 FHIR standards.
  • Existing FHIR pipelines often assume semantically valid data, operate in single institutions, and lack guidance for regulated, heterogeneous environments.

Purpose of the Study:

  • To develop an open, modular, and participatory toolchain for decentralized FHIR-based data transformation and export.
  • To address challenges in deploying data transformation tools across multiple, regulated healthcare institutions.

Main Methods:

  • Developed a toolchain supporting FHIR extraction, profile-based transformation, REDCap integration, and OMOP-compatible export.
  • Adapted the toolchain for local infrastructures, regulatory boundaries (e.g., de-identified data, restricted access), and clinical needs.
  • Implemented configurable modules, proxy support, and site-specific adaptations for hospital workflow integration.

Main Results:

  • Successfully deployed a decentralized toolchain across multiple Data Integration Centers (DICs) within the German Medical Informatics Initiative (MII) and INTERPOLAR project.
  • Demonstrated the feasibility of adapting the toolchain to diverse local infrastructures and regulatory requirements.
  • Identified essential validator modules for technical, content, and cross-site consistency.

Conclusions:

  • Centralized development with decentralized, participatory deployment creates scalable, GDPR-compliant infrastructures for embedded clinical research.
  • This approach provides a replicable framework for multi-site initiatives leveraging real-world data in diverse settings.
  • Early access to real data and adaptable validation tooling are crucial for successful implementation.