Machine Learning-Based Fusion Model for Predicting HER2 Expression in Breast Cancer by Sonazoid-enhanced Ultrasound: a Multicenter Study

Huiting Zhang, Manlin Lang, Huiming Shen, Hang Li, Ning Yang,Bo Chen, Yixu Chen,Hong Ding, Weiping Yang,Xiaohui Ji,Ping Zhou,Ligang Cui,Jiandong Wang, Wentong Xu,Xiuqin Ye, Zhixing Liu, Yu Yang, Tianci Wei, Hui Wang,Yuanyuan Yan,Changjun Wu,Yiyun Wu,Jingwen Shi, Yaxi Wang, Xiuxia Fang, Ran Li,Ping Liang,Jie Yu

Frontiers in medicine（2025）

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Key words

human epidermal growth factor receptor 2,breast cancer,Sonazoid,ultrasound,machine learning

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