Deep Learning-based detection of psychiatric attributes from German mental health records

Sumit Madan, Fabian Julius Zimmer,Helena Balabin,Sebastian Schaaf,Holger Fröhlich,Juliane Fluck,Irene Neuner,Klaus Mathiak,Martin Hofmann-Apitius,Pegah Sarkheil

International Journal of Medical Informatics（2022）

引用 4|浏览11

暂无评分

摘要

•A deep learning-based system for extraction of psychiatric attributes from German mental health records.•Fine-tuning and application of the GermanBERT model in the clinical domain.•Extraction system link the psychiatric attributes to the AMDP symptoms terminology to semantically enhance the data and make it interoperable.

查看译文

关键词

Electrical Health Records,Mental State Examination,Clinical Text Mining,Deep Learning, AMDP

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要