Deep Neural Network for Reducing the Screening Workload in Systematic Reviews for Clinical Guidelines: Algorithm Validation Study

BackgroundPerforming systematic reviews is a time-consuming and resource-intensive process. ObjectiveWe investigated whether a machine learning system could perform systematic reviews more efficiently. MethodsAll systematic reviews and meta-analyses of...

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Bibliographic Details
Main Authors: Yamada, Tomohide, Yoneoka, Daisuke, Hiraike, Yuta, Hino, Kimihiro, Toyoshiba, Hiroyoshi, Shishido, Akira, Noma, Hisashi, Shojima, Nobuhiro, Yamauchi, Toshimasa
Format: Article
Language:English
Published: JMIR Publications 2020-12-01
Series:Journal of Medical Internet Research
Online Access:https://www.jmir.org/2020/12/e22422