Critical assessment of transformer-based AI models for German clinical notes.

Manuel Lentzen,Sumit Madan,Vanessa Lage-Rupprecht,Lisa Kühnel,Juliane Fluck,Marc Jacobs,Mirja Mittermaier,Martin Witzenrath, Peter Brunecker,Martin Hofmann-Apitius,Joachim Weber,Holger Fröhlich

JAMIA open（2022）

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摘要

General-purpose language models perform remarkably well on biomedical and clinical NLP tasks. If larger corpora become available in the future, domain-adapting these models may improve performances.

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关键词

clinical concept extraction,natural language processing,transformer-based models

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