Performance of active learning models for screening prioritization in systematic reviews: a simulation study into the Average Time to Discover relevant records

Abstract Background Conducting a systematic review demands a significant amount of effort in screening titles and abstracts. To accelerate this process, various tools that utilize active learning have been proposed. These tools allow the reviewer to interact with machine learning software to identif...

詳細記述

書誌詳細
主要な著者: Gerbrich Ferdinands, Raoul Schram, Jonathan de Bruin, Ayoub Bagheri, Daniel L. Oberski, Lars Tummers, Jelle Jasper Teijema, Rens van de Schoot
フォーマット: 論文
言語:English
出版事項: BMC 2023-06-01
シリーズ:Systematic Reviews
主題:
オンライン・アクセス:https://doi.org/10.1186/s13643-023-02257-7