Automatic classification of free-text medical causes from death certificates for reactive mortality surveillance in France.

Yasmine Baghdadi, Alix Bourrée,Aude Robert,Grégoire Rey,Anne Gallay,Pierre Zweigenbaum,Cyril Grouin,Anne Fouillet

International Journal of Medical Informatics（2019）

引用 11|浏览27

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摘要

•Rule-based method and SVM2 model displayed high classification performance.•Misclassification errors were not specific of a mortality syndromic group.•These methods are suitable with the daily analysis of free-text causes of death.

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关键词

CépiDc,EDRS,ICD10,MSG,NLP,OOV,SVM,WHO

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