A Data-Centric Approach for #health Care and #research in a #health Knowledge Management Platform: Implementation and Requirement-Based Evaluation Study

Background: In the evolving landscape of #health care, data use plays an ever-increasing role in #health care IT. However, data are often siloed and uncoded free text distributed across several IT systems. This paper introduces a #health knowledge management platform, designed to integrate, harmonize, and enable reuse of #health care and #medical #research data. The platform aims to bridge the gap between #research and #patient care, showcased through real-world scenarios, emphasizing data harmonization and knowledge management within a #health care institution. The study is based at the University Hospital Schleswig-Holstein. Objective: The main objective of this project is to design, implement, and evaluate a knowledge management platform that integrates #health care and bio#medical #research to support use cases in both domains. Methods: The study describes the “#health knowledge management platform” designed to access and gain knowledge from #health care and #medical #research data. We performed several rounds of focus groups with stakeholders to elicit the platform requirements. In the process, we identified key aspects of the platform. From the functional requirements, we designed an architectural concept. The platform evaluation follows the Framework for Evaluation in Design Science #research and International Organization for Standardization/International Electrotechnical Commission (ISO/IEC) 25010 standard with a focus on key aspects identified and real-world scenarios. Two application scenarios, cardiology and radiology, are selected for a requirement-based, qualitative evaluation. Results: We show that our #health knowledge management platform is capable of integrating diverse data formats like #health Level 7 Version 2 messages, CSV exports, and #digital Imaging and Communications in Medicine. It currently integrates over 46 million admit, discharge, transfer messages, 38 million imaging studies, and structured clinical data for approximately 1.5 million #patients. The platform supports different scenarios based on its 5-layer architecture, including a clinical data repository and services like Master #patient Index and Consent Management. The evaluation against 39 predefined functional requirements showed our platform’s capability in certain real-world scenarios of cardiology and radiology. Our evaluation demonstrates that the platform covers the majority of the identified requirements to support knowledge management in #health care institutions. Conclusions: Our requirement-based evaluation of the #health knowledge management platform at University Hospital Schleswig-Holstein reveals its capabilities, which is possibly leading to better knowledge transfer between #patient care and #research. The platform’s architecture and standardized data improve the quality of data and facilitate access to knowledge. Ongoing development and potential quantitative measures will further enhance its applicability in dynamic #health care landscapes.

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Full-scale indexing and semantic annotation of CT imaging: boosting FAIRness - BMC Medical Informatics and Decision Making

BMC Medical Informatics and Decision Making - The integration of artificial intelligence into medicine has led to significant advances, particularly in diagnostics and treatment planning. However,...

doi.org

ICE 1223/1224 Ruhrgebiet - München erhalten für den ländlichen Raum

Wusstest Du, dass der ICE 1223/1224 das Ruhrgebiet&Ostwestfalen direkt mit München verbindet – und nun wegfallen soll? Jetzt dagegen unterzeichnen ✍️ und teilen!

weact.campact.de

#wissenschaft #openscience #publikationsethik #integrität #gmds #stockholmdeclaration #openaccess #forschung #impactoverfactor | Deutsche Gesellschaft für Medizinische Informatik, Biometrie und Epidem...

🔬 𝗪𝗶𝘀𝘀𝗲𝗻𝘀𝗰𝗵𝗮𝗳𝘁 𝗺𝘂𝘀𝘀 𝘃𝗲𝗿𝘁𝗿𝗮𝘂𝗲𝗻𝘀𝘄ü𝗿𝗱𝗶𝗴 𝗯𝗹𝗲𝗶𝗯𝗲𝗻 Eine internationale Gruppe von Wissenschaftlerinnen und Wissenschaftlern hat in der 𝗗𝗲𝗸𝗹𝗮𝗿𝗮𝘁𝗶𝗼𝗻 𝘃𝗼𝗻 𝗦𝘁𝗼𝗰𝗸𝗵𝗼𝗹𝗺 eine Reform des wissenschaftlichen Publizier...

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Call for papers – MIE 2026 – “Opening the personal gate between technology and Health care”

We invite submissions for Medical Informatics Europe (MIE) 2026, to be held in Genoa (IT), from 25 to 28 May 2026. The theme is “Opening the personal gate between technology and Health care.&…

efmi.org

Integrating an AI platform into clinical IT: BPMN processes for clinical AI model development - BMC Medical Informatics and Decision Making

Background There has been a resurgence of Artificial Intelligence (AI) on a global scale in recent times, resulting in the development of cutting-edge AI solutions within hospitals. However, this has ...

doi.org

Klöckners Amtsmissbrauch stoppen! Die Regenbogenfahne am CSD muss wehen!

Während die Angriffe auf die Queere Community und CSDs Jahr für Jahr zunehmen, will Bundestagspräsidentin Julia Klöckner die Regenbogenflagge zum CSD über dem Bundestag abschaffen und verbietet dem qu...

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IOS Press Ebooks - Extracting LOINC Codes from a Laboratory Information System’s Index: Addressing Semantic Interoperability with Web Scraping

doi.org

Elektronische Patientenakte (ePA): Digitale Patientenakte für alle kommt | Verbraucherzentrale NRW

Am 29. April wird die elektronische Patientenakte, kurz ePA, bundesweit eingeführt. Hier finden Sie Informationen rund um die neue ePA.

verbraucherzentrale.nrw

Consumer perspectives on the national electronic health record and barriers to its adoption in Germany: does health policy require a change in communication? - BMC Health Services Research

Background The national health record (ePA) was introduced January 1st, 2021 in Germany and is available to every person insured under statutory health insurance. This study investigated the acceptanc...

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