An Attention Model With Transfer Embeddings to Classify Pneumonia-Related Bilingual Imaging Reports: Algorithm Development and Validation

BackgroundIn the analysis of electronic health records, proper labeling of outcomes is mandatory. To obtain proper information from radiologic reports, several studies were conducted to classify radiologic reports using deep learning. However, the classification of pneumonia...

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Bibliographic Details
Main Authors: Park, Hyung, Song, Min, Lee, Eun Byul, Seo, Bo Kyung, Choi, Chang Min
Format: Article
Language:English
Published: JMIR Publications 2021-05-01
Series:JMIR Medical Informatics
Online Access:https://medinform.jmir.org/2021/5/e24803