Exploiting the systematic review protocol for classification of medical abstracts

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摘要

ObjectiveTo determine whether the automatic classification of documents can be useful in systematic reviews on medical topics, and specifically if the performance of the automatic classification can be enhanced by using the particular protocol of questions employed by the human reviewers to create multiple classifiers.

论文关键词:Automatic text classification,Text representation,Medical concepts,Ensemble of classifiers,Systematic reviews for the medical domain

论文评审过程:Received 18 January 2008, Revised 22 September 2010, Accepted 14 October 2010, Available online 16 November 2010.

论文官网地址:https://doi.org/10.1016/j.artmed.2010.10.005