Development and validation of a clinically applicable deep learning strategy (HONORS) for pulmonary nodule classification at CT: A retrospective multicentre study

•Proposal of a practical hierarchical strategy for the application of deep learning in the pulmonary nodule diagnosis.•Development and validation of deep learning algorithm in both screened and clinically detected nodules.•The largest scale human-deep learning comparison study in the medical imaging...

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Veröffentlicht in:Lung cancer (Amsterdam, Netherlands) Jg. 155; S. 78 - 86
Hauptverfasser: Lv, Wenhui, Wang, Yang, Zhou, Changsheng, Yuan, Mei, Pang, Minxia, Fang, Xiangming, Zhang, Qirui, Huang, Chuxi, Li, Xinyu, Zhou, Zhen, Yu, Yizhou, Wang, Yizhou, Lu, Mengjie, Xu, Qiang, Li, Xiuli, Lin, Haoliang, Lu, Xiaofan, Xu, Qinmei, Sun, Jing, Tang, Yuxia, Yan, Fangrong, Zhang, Bing, Cheng, Zhen, Zhang, Longjiang, Lu, Guangming
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Ireland Elsevier B.V 01.05.2021
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ISSN:0169-5002, 1872-8332, 1872-8332
Online-Zugang:Volltext
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