Validation of a Semiautomated Natural Language Processing-Based Procedure for Meta-Analysis of Cancer Susceptibility Gene Penetrance.

Zhengyi Deng,Kanhua Yin,Yujia Bao,Victor Diego Armengol,Cathy Wang,Ankur Tiwari,Regina Barzilay,Giovanni Parmigiani,Danielle Braun,Kevin S Hughes

JCO clinical cancer informatics（2019）

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摘要

We demonstrated that an NLP-based procedure can significantly reduce the review workload without compromising the ability to identify relevant studies. NLP algorithms have promising potential for reducing human efforts in the literature review process.

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