Breast Ultrasound Image Classification and Segmentation Using Convolutional Neural Networks. - Xiaozheng Xie; Faqiang Shi; Jianwei Niu 002; Xiaolan Tang (PCM (3), 2018)

Crowd Behavior Simulation with Emotional Contagion in Unexpected Multi-hazard Situations. - Mingliang Xu 001; Xiaozheng Xie; Pei Lv; Jiangwei Niu; Hua Wang; Chaochao Li; Ruijie Zhu 001; Zhigang Deng 001; Bing Zhou 003 (CoRR, 2018)

A Survey on Domain Knowledge Powered Deep Learning for Medical Image Analysis. - Xiaozheng Xie; Jianwei Niu 002; Xuefeng Liu 001; Zhengsu Chen; Shaojie Tang 001 (CoRR, 2020)

DK-Consistency: A Domain Knowledge Guided Consistency Regularization Method for Semi-supervised Breast Cancer Diagnosis. - Xiaozheng Xie; Jianwei Niu 002; Xuefeng Liu 001; Qingfeng Li 004; Yong Wang; Shaojie Tang 001 (BIBM, 2021)

A survey on incorporating domain knowledge into deep learning for medical image analysis. - Xiaozheng Xie; Jianwei Niu 002; Xuefeng Liu 001; Zhengsu Chen; Shaojie Tang 001; Shui Yu 001 (Medical Image Anal., 2021)

Crowd Behavior Simulation With Emotional Contagion in Unexpected Multihazard Situations. - Mingliang Xu 001; Xiaozheng Xie; Pei Lv; Jianwei Niu 002; Hua Wang; Chaochao Li; Ruijie Zhu 001; Zhigang Deng 001; Bing Zhou 003 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

DG-CNN: Introducing Margin Information into Convolutional Neural Networks for Breast Cancer Diagnosis in Ultrasound Images. - Xiaozheng Xie; Jianwei Niu 002; Xuefeng Liu 001; Qingfeng Li 004; Yong Wang; Jie Han; Shaojie Tang 001 (J. Comput. Sci. Technol., 2022)

IMAN: An Iterative Mutual-Aid Network for Breast Lesion Segmentation on Multi-modal Ultrasound Images. - Xiaozheng Xie; Yong Wang; Chen Chen 078; Rui Wang 013; Xuefeng Liu 001; Jianwei Niu 002 (BIBM, 2023)

GuidedNet: Semi-Supervised Multi-Organ Segmentation via Labeled Data Guide Unlabeled Data. - Haochen Zhao; Hui Meng; Deqian Yang; Xiaozheng Xie; Xiaoze Wu; Qingfeng Li 004; Jianwei Niu 002 (ACM Multimedia, 2024)

A domain knowledge powered hybrid regularization strategy for semi-supervised breast cancer diagnosis. - Xiaozheng Xie; Jianwei Niu 002; Xuefeng Liu 001; Yong Wang; Qingfeng Li 004; Shaojie Tang 001 (Expert Syst. Appl., 2024)