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

BACKGROUND: Performing systematic reviews is a time-consuming and resource-intensive process. OBJECTIVE: We investigated whether a machine learning system could perform systematic reviews more efficiently. METHODS: All systematic reviews and meta-analyses of interventional randomized controlled tria...

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Pubblicato in:J Med Internet Res
Autori principali: Yamada, Tomohide, Yoneoka, Daisuke, Hiraike, Yuta, Hino, Kimihiro, Toyoshiba, Hiroyoshi, Shishido, Akira, Noma, Hisashi, Shojima, Nobuhiro, Yamauchi, Toshimasa
Natura: Artigo
Lingua:Inglês
Pubblicazione: JMIR Publications 2020
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Original Paper
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7806440/
https://ncbi.nlm.nih.gov/pubmed/33262102
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/22422
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