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

• Main Authors: Yamada, Tomohide (Author), Yoneoka, Daisuke (Author), Hiraike, Yuta (Author), Hino, Kimihiro (Author), Toyoshiba, Hiroyoshi (Author), Shishido, Akira (Author), Noma, Hisashi (Author), Shojima, Nobuhiro (Author), Yamauchi, Toshimasa (Author)
• Format: Book
• Published: JMIR Publications, 2020-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

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 interventional randomized controlled trials cit...