Xiaozheng Xie

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Domain Knowledge

Ultrasound Images

Breast Cancer Diagnosis

Top Venues

Medical Image Anal.

IEEE Trans. Syst. Man Cybern. Syst.

Publications

Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Yong Wang, Qingfeng Li, Shaojie Tang
A domain knowledge powered hybrid regularization strategy for semi-supervised breast cancer diagnosis. Expert Syst. Appl. 243 (2024)
Xiaozheng Xie, Yong Wang, Chen Chen, Rui Wang, Xuefeng Liu, Jianwei Niu
IMAN: An Iterative Mutual-Aid Network for Breast Lesion Segmentation on Multi-modal Ultrasound Images. BIBM (2023)
Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Yong Wang, Jie Han, Shaojie Tang
DG-CNN: Introducing Margin Information into Convolutional Neural Networks for Breast Cancer Diagnosis in Ultrasound Images. J. Comput. Sci. Technol. 37 (2) (2022)
Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Yong Wang, Shaojie Tang
DK-Consistency: A Domain Knowledge Guided Consistency Regularization Method for Semi-supervised Breast Cancer Diagnosis. BIBM (2021)
Mingliang Xu, Xiaozheng Xie, Pei Lv, Jianwei Niu, Hua Wang, Chaochao Li, Ruijie Zhu, Zhigang Deng, Bing Zhou
Crowd Behavior Simulation With Emotional Contagion in Unexpected Multihazard Situations. IEEE Trans. Syst. Man Cybern. Syst. 51 (3) (2021)
Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang, Shui Yu
A survey on incorporating domain knowledge into deep learning for medical image analysis. Medical Image Anal. 69 (2021)
Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang
A Survey on Domain Knowledge Powered Deep Learning for Medical Image Analysis. CoRR (2020)
Mingliang Xu, Xiaozheng Xie, Pei Lv, Jiangwei Niu, Hua Wang, Chaochao Li, Ruijie Zhu, Zhigang Deng, Bing Zhou
Crowd Behavior Simulation with Emotional Contagion in Unexpected Multi-hazard Situations. CoRR (2018)
Xiaozheng Xie, Faqiang Shi, Jianwei Niu, Xiaolan Tang
Breast Ultrasound Image Classification and Segmentation Using Convolutional Neural Networks. PCM (3) (2018)