Artificial Intelligence Learning Semantics via External Resources for Classifying Diagnosis Codes in Discharge Notes

BACKGROUND: Automated disease code classification using free-text medical information is important for public health surveillance. However, traditional natural language processing (NLP) pipelines are limited, so we propose a method combining word embedding with a convolutional neural network (CNN)....

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Detalles Bibliográficos
Autores principales: Lin, Chin, Hsu, Chia-Jung, Lou, Yu-Sheng, Yeh, Shih-Jen, Lee, Chia-Cheng, Su, Sui-Lung, Chen, Hsiang-Cheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2017
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5696581/
https://www.ncbi.nlm.nih.gov/pubmed/29109070
http://dx.doi.org/10.2196/jmir.8344

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5696581/
https://www.ncbi.nlm.nih.gov/pubmed/29109070
http://dx.doi.org/10.2196/jmir.8344

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