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Focal liver lesion diagnosis with deep learning and multistage CT imaging

Abstract Diagnosing liver lesions is crucial for treatment choices and patient outcomes. This study develops an automatic diagnosis system for liver lesions using multiphase enhanced computed tomography (CT). A total of 4039 patients from six data centers are enrolled to develop Liver Lesion Network...

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Hlavní autoři: Yi Wei, Meiyi Yang, Meng Zhang, Feifei Gao, Ning Zhang, Fubi Hu, Xiao Zhang, Shasha Zhang, Zixing Huang, Lifeng Xu, Feng Zhang, Minghui Liu, Jiali Deng, Xuan Cheng, Tianshu Xie, Xiaomin Wang, Nianbo Liu, Haigang Gong, Shaocheng Zhu, Bin Song, Ming Liu
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Portfolio 2024-08-01
Edice:Nature Communications
On-line přístup:https://doi.org/10.1038/s41467-024-51260-6
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