ArticleMethods of information in medicine2018
HiGHmed - An Open Platform Approach to Enhance Care and Research across Institutional Boundaries.
Article in Methods of information in medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 53 papers, 4 of them syntheses that pooled it.
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Who cites it
53 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Functional Requirements for Medical Data Integration into Knowledge Management Environments: Requirements Elicitation Approach Based on Systematic Literature Analysis.Journal of medical Internet research · 2023Pooled it
- The ethical and legal landscape of brain data governance.PloS one · 2022Pooled it
- Telemonitoring of Real-World Health Data in Cardiology: A Systematic Review.International journal of environmental research and public health · 2021Pooled it
- Implementation of data access and use procedures in clinical data warehouses. A systematic review of literature and publicly available policies.BMC medical informatics and decision making · 2020Pooled it
- Evaluating the quality of tabular synthetic data in health care.PLOS digital health · 2026Article
- A Data-Centric Approach for Health Care and Research in a Health Knowledge Management Platform: Implementation and Requirement-Based Evaluation Study.JMIR medical informatics · 2026Article
- Full-scale indexing and semantic annotation of CT imaging: boosting FAIRness.BMC medical informatics and decision making · 2026Article
- Lessons Learned From Building a Data Platform for Longitudinal, Analytical Use Cases and Scaling to 77 German Hospitals: Implementation Report.JMIR medical informatics · 2025Article
- Integrating an AI platform into clinical IT: BPMN processes for clinical AI model development.BMC medical informatics and decision making · 2025Article
- An openEHR based infection control system to support monitoring of nosocomial bacterial clusters and contacts.NPJ digital medicine · 2025Article
- Instance-level medical image classification for text-based retrieval in a medical data integration center.Computational and structural biotechnology journal · 2024Article
- Exploring barriers and ethical challenges to medical data sharing: perspectives from Chinese researchers.BMC medical ethics · 2024Article
- A framework for health information governance: a scoping review.Health research policy and systems · 2024Article
- Uncovering Harmonization Potential in Health Care Data Through Iterative Refinement of Fast Healthcare Interoperability Resources Profiles Based on Retrospective Discrepancy Analysis: Case Study.JMIR medical informatics · 2024Article
- [The Medical Informatics Initiative at a glance-establishing a health research data infrastructure in Germany].Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz · 2024Article
- [Digital health progress hubs-data integration beyond university hospitals].Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz · 2024Review
- [Development of competencies in the Medical Informatics Initiative (MII)-educational offers for a competent and secure handling of medical data].Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz · 2024Article
- Towards interoperability in infection control: a standard data model for microbiology.Scientific data · 2023Article
- Machine Learning-Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review.JMIR medical informatics · 2023Article
- What prevents us from reusing medical real-world data in research.Scientific data · 2023Article
Corrections and comments
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Authors and funding
19 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionThis article is part of the Focus Theme of Methods of Information in Medicine on the German Medical Informatics Initiative. HiGHmed brings together 24 partners from academia and industry, aiming at improvements in care provision, biomedical research and epidemiology. By establishing a shared information governance framework, data integration centers and an open platform architecture in cooperation with independent healthcare providers, the meaningful reuse of data will be facilitated. Complementary, HiGHmed integrates a total of seven Medical Informatics curricula to develop collaborative structures and processes to train medical informatics professionals, physicians and researchers in new forms of data analytics. GOVERNANCE AND POLICIES: We describe governance structures and policies that have proven effective during the conceptual phase. These were further adapted to take into account the specific needs of the development and networking phase, such as roll-out, carerelated aspects and our focus on curricula development in Medical Inform atics. ARCHITECTURAL FRAMEWORK AND METHODOLOGY: To address the challenges of organizational, technical and semantic interoperability, a concept for a scalable platform architecture, the HiGHmed Platform, was developed. We outline the basic principles and design goals of the open platform approach as well as the roles of standards and specifications such as IHE XDS, openEHR, SNOMED CT and HL7 FHIR. A shared governance framework provides the semantic artifacts which are needed to establish semantic interoperability. USE CASES: Three use cases in the fields of oncology, cardiology and infection control will demonstrate the capabilities of the HiGHmed approach. Each of the use cases entails diverse challenges in terms of data protection, privacy and security, including clinical use of genome sequencing data (oncology), continuous longitudinal monitoring of physical activity (cardiology) and cross-site analysis of patient movement data (infection control). DISCUSSION: Besides the need for a shared governance framework and a technical infrastructure, backing from clinical leaders is a crucial factor. Moreover, firm and sustainable commitment by participating organizations to collaborate in further development of their information system architectures is needed. Other challenges including topics such as data quality, privacy regulations, and patient consent will be addressed throughout the project.
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