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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Detalles Bibliográficos
Autores principales: Yamada, Tomohide, Yoneoka, Daisuke, Hiraike, Yuta, Hino, Kimihiro, Toyoshiba, Hiroyoshi, Shishido, Akira, Noma, Hisashi, Shojima, Nobuhiro, Yamauchi, Toshimasa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Original Paper
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

Internet

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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