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JMIR Formative Research 2026U LuxembourgFraunhofer Institute for TranslaLudwig Boltzmann Institute for DU BonnBonn Aachen International CenterClinical NLP & EHR

Bridging Gaps in Standards for the Secondary Use of Health Data: Exploratory Standard, Tool Assessment, and Feasibility Study

This study recommends OMOP-CDM-centered standards and tools for harmonizing heterogeneous health data across clinical, imaging, genomic, and other domains for secondary use, with feasibility tests on synthetic data and a lung-cancer use case showing improved FAIR adherence and federated analysis rea

Jaleh Shoshtarian Malak, Leonie von Berlin, Irina Balaur, Rada Hussein and 13 more

Published Jul 30, 2026 · 0 citations

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7/20 AI panelreviewers recommend it

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medium 4/10
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PreprintFraunhofer Institute for AlgoritU BonnBonn Aachen International CenterClinical NLP & EHR

Domain Adaptation Strategies for Transformer-Based Disease Prediction Using Electronic Health Records

Domain adaptation improves Ex-Med-BERT transfer across EHR institutions, outperforming fine-tuning with limited target data across six clinical endpoints.

Johanna Driever, Manuel Lentzen, Sumit Madan, Holger Fröhlich

Published Jun 2, 2025 · 0 citations

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11/20 AI panelreviewers recommend it

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AI panel: 11 of 20 reviewers recommend it
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medium 5/10
strict 1/5