Deep learning-based model for detecting 2019 novel coronavirus pneumonia on high-resolution computed tomography

Computed tomography (CT) is the preferred imaging method for diagnosing 2019 novel coronavirus (COVID19) pneumonia. We aimed to construct a system based on deep learning for detecting COVID-19 pneumonia on high resolution CT. For model development and validation, 46,096 anonymous images from 106 adm...

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מידע ביבליוגרפי
הוצא לאור ב:Sci Rep
Main Authors: Chen, Jun, Wu, Lianlian, Zhang, Jun, Zhang, Liang, Gong, Dexin, Zhao, Yilin, Chen, Qiuxiang, Huang, Shulan, Yang, Ming, Yang, Xiao, Hu, Shan, Wang, Yonggui, Hu, Xiao, Zheng, Biqing, Zhang, Kuo, Wu, Huiling, Dong, Zehua, Xu, Youming, Zhu, Yijie, Chen, Xi, Zhang, Mengjiao, Yu, Lilei, Cheng, Fan, Yu, Honggang
פורמט: Artigo
שפה:Inglês
יצא לאור: Nature Publishing Group UK 2020
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Article
גישה מקוונת:https://ncbi.nlm.nih.gov/pmc/articles/PMC7645624/
https://ncbi.nlm.nih.gov/pubmed/33154542
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-76282-0
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