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Semi-automating abstract screening with a natural language model pretrained on biomedical literature

Abstract We demonstrate the performance and workload impact of incorporating a natural language model, pretrained on citations of biomedical literature, on a workflow of abstract screening for studies on prognostic factors in end-stage lung disease. The model was optimized on one-third of the abstra...

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Principais autores: Sheryl Hui-Xian Ng, Kiok Liang Teow, Gary Yee Ang, Woan Shin Tan, Allyn Hum
Format: Artigo
Jezik:Inglês
Izdano: BMC 2023-09-01
Serija:Systematic Reviews
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Online dostop:https://doi.org/10.1186/s13643-023-02353-8
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