A new algorithm for reducing the workload of experts in performing systematic reviews

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A new algorithm for reducing the workload of experts in performing systematic reviews

OBJECTIVE To determine whether a factorized version of the complement naïve Bayes (FCNB) classifier can reduce the time spent by experts reviewing journal articles for inclusion in systematic reviews of drug class efficacy for disease treatment. DESIGN The proposed classifier was evaluated on a test collection built from 15 systematic drug class reviews used in previous work. The FCNB classif...

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The Development of a Critical Appraisal Tool for Use in Systematic Reviews: Addressing Questions of Prevalence

Background Recently there has been a significant increase in the number of systematic reviews addressing questions of prevalence. Key features of a systematic review include the creation of an a priori protocol, clear inclusion criteria, a structured and systematic search process, critical appraisal of studies, and a formal process of data extraction followed by methods to synthesize, or combin...

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ژورنال

عنوان ژورنال: Journal of the American Medical Informatics Association

سال: 2010

ISSN: 1527-974X,1067-5027

DOI: 10.1136/jamia.2010.004325