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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...
Autores principales: | Yamada, Tomohide, Yoneoka, Daisuke, Hiraike, Yuta, Hino, Kimihiro, Toyoshiba, Hiroyoshi, Shishido, Akira, Noma, Hisashi, Shojima, Nobuhiro, Yamauchi, Toshimasa |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806440/ https://www.ncbi.nlm.nih.gov/pubmed/33262102 http://dx.doi.org/10.2196/22422 |
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