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Large Scale Application of Named Entity Recognition to Biomedicine and Epidemiology.
2022-09-24
health informatics
Title + abstract only
View on medRxiv
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BackgroundDespite significant advancements in biomedical named entity recognition methods, the clinical application of these systems continues to face many challenges: (1) most of the methods are trained on a limited set of clinical entities; (2) these methods are heavily reliant on a large amount of data for both pretraining and prediction, making their use in production impractical; (3) they do not consider non-clinical entities, which are also related to patients health, such as social, econo...
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Journal of Biomedical Informatics
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