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Yingshan Gao

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Large-scale AI-guided liver malignancy diagnosis: multicenter study and a single-arm trial

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By Xiaoming Zhang, Xu Han, Xiaoli Yin, Jian Zhou, Kai Cao, Qi Liu, Beilei Cui, Qianqian Zhang, Jianyi Qiao, Ming Sun, Wei Liu, Yuan Z. Gao, Shiling Zhong, Ruobing Bai, Tianan Jiang, Olivier Humbert, Sébastien Ourselin, Ke Yan, Qi Zhang, Yang Hou, Tingbo Liang, Ling Zhang, Yu Shi, Chaoya Zhang, Yingshan Gao, Maria A. Zuluaga
| Nature Verified
Abstract Liver malignancies are frequently evaluated on contrast-enhanced computed tomography (CE-CT), but missed or delayed diagnoses remain a clinically important challenge in high-volume, real-world radiology workflows, highlighting the need for scalable diagnostic safety net approaches.
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