Challenges in mapping European rare disease databases, relevant for ML-based screening technologies in terms of organizational, FAIR and legal principles: scoping review

Challenges in mapping European rare disease databases, relevant for ML-based screening technologies in terms of organizational, FAIR and legal principles: scoping review

BackgroundGiven the increased availability of data sources such as hospital information systems, electronic health records, and health-related registries, a novel approach is required to develop artificial intelligence-based decision support that can assist clinicians in their diagnostic decision-ma...

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Bibliographic Details
Main Authors: Ralitsa Raycheva, Kostadin Kostadinov, Elena Mitova, Nataliya Bogoeva, Georgi Iskrov, Georgi Stefanov, Rumen Stefanov
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Public Health
Subjects:
rare disease registry
European Reference Networks (ERNs)
electronic health records
issues
limitations
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2023.1214766/full

Internet

https://www.frontiersin.org/articles/10.3389/fpubh.2023.1214766/full

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