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    A two-step automatic identification of contrast phases for abdominal CT images based on residual networks

    A two-step automatic identification of contrast phases for abdominal CT images based on residual networks by Qianhe Liu, Jiahui Jiang, Kewei Wu, Yan Zhang, Nan Sun, Jiawen Luo, Te Ba, Aiqing Lv, Chuane Liu, Yiyu Yin, Zhenghan Yang, Hui Xu

    Published 2025-06-01

    Abstract Objectives To develop a deep learning model based on Residual Networks (ResNet) for the automated and accurate identification of contrast phases in abdominal CT images. Methods A dataset of 1175 abdominal contrast-enhanced CT scans was retrospectively collected for the model development, an...

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