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Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications
Published on: February 23, 2019
Implementation of a platform dedicated to the biomedical analysis terminologies management
Sylvie Cormont1, Pierre-Yves Vandenbussche, Antoine Buemi
1Assistance Publique - Hôpitaux de Paris, Centre de compétences et de services, domaine Patient, 4-14 rue Ferrus, 75013 Paris, France.
AMIA ... Annual Symposium Proceedings. AMIA Symposium
|December 24, 2011
Summary
A new laboratory data dictionary platform (AnaBio) was implemented across 21 hospitals. This system enhances data quality and interoperability for laboratory management systems.
Area of Science:
- Medical Informatics
- Clinical Laboratory Science
Background:
- Assistance Publique - Hôpitaux de Paris (AP-HP) is implementing a unified laboratory management system (LMS) across 12 hospital groups.
- Acquisition of a biological analysis dictionary, interfaced with the international LOINC nomenclature, was the initial phase.
- The dictionary was developed collaboratively with experts from all biological disciplines.
Purpose of the Study:
- To describe the implementation of a platform for publishing and maintaining the AP-HP laboratory data dictionary (AnaBio).
- To address data complexity and volume challenges in laboratory terminology management.
- To enhance previous spreadsheet-based tools by developing a dedicated terminology management platform.
Main Methods:
- Implementation involved three key steps: modeling, data migration, and integration/verification.
- A core model was developed to ensure interoperability regarding data exchange standards and dictionary evolution.
- The platform was designed to manage the AP-HP laboratory data dictionary.
Main Results:
- The AnaBio platform implementation was completed within one year.
- Structuring data representation led to significant data quality improvements, affecting over 10% of the data.
- The platform is now operational in 21 AP-HP hospitals, serving 165 laboratories.
Conclusions:
- The implemented platform successfully addresses the need for robust laboratory data dictionary management.
- The project enhanced data quality and interoperability within the AP-HP laboratory network.
- AnaBio provides a scalable solution for maintaining and publishing laboratory data standards.
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