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Clinical text classification with rule-based features and knowledge-guided convolutional neural networks

BACKGROUND: Clinical text classification is an fundamental problem in medical natural language processing. Existing studies have cocnventionally focused on rules or knowledge sources-based feature engineering, but only a limited number of studies have exploited effective representation learning capa...

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Podrobná bibliografie
Vydáno v:BMC Med Inform Decis Mak
Hlavní autoři: Yao, Liang, Mao, Chengsheng, Luo, Yuan
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6448186/
https://ncbi.nlm.nih.gov/pubmed/30943960
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-019-0781-4
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