Fast clinical trial identification using fuzzy-search elastic searches: retrospective validation with high-quality Cochrane benchmark
Willem M Otte,
David G P van IJzendoorn,
Philippe C Habets
et al.
Abstract:Evidence-based medicine relies on systematic reviews of randomized controlled trials and other clinical intervention studies to synthesize the latest and most valid estimates of treatment effects. However, conducting these systematic reviews is time-consuming and labor-intensive, requiring careful design of sensitive search queries and manual identification of relevant studies.New database architectures and natural language processing (NLP) techniques have recently emerged that may streamline the systematic re… Show more
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