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Yingwei Xie on Muck Rack

Yingwei Xie

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Articles

Deep learning-based segmentation and subtype prediction of renal cell carcinoma on contrast-enhanced CT

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By Xiaoliang Chen, Bihong Xu, Wenbin Guo, Peidan Peng, Zhiyong Zhang, Xiangbo Zeng, Yuanchao Zhu, Jiawei Zhou, Yishan Zhang, Wanlong Tan, Hao Ping, Zaosong Zheng, Yingwei Xie, Zehai Huang, Fengjin Zhao, Gan Mo, Haoxu Wu
| Nature Verified
Abstract Accurate preoperative discrimination of renal cell carcinoma (RCC) subtypes is critical for treatment stratification. We aimed to develop and validate an automated deep learning system for simultaneous tumor segmentation and histopathological subtyping using multicenter contrast-enhanced CT (CECT) imaging. To this end, we constructed a two-stage system comprising separate segmentation and classification models.
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