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2020 – today
- 2024
[j4]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: 122897 (2024)- [c4]Haochen Zhao, Hui Meng, Deqian Yang, Xiaozheng Xie, Xiaoze Wu, Qingfeng Li, Jianwei Niu:
GuidedNet: Semi-Supervised Multi-Organ Segmentation via Labeled Data Guide Unlabeled Data. ACM Multimedia 2024: 886-895 - [i3]Haochen Zhao, Hui Meng, Deqian Yang, Xiaozheng Xie, Xiaoze Wu, Qingfeng Li, Jianwei Niu:
GuidedNet: Semi-Supervised Multi-Organ Segmentation via Labeled Data Guide Unlabeled Data. CoRR abs/2408.04914 (2024) - 2023
- [c3]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: 3954-3961 - 2022
- [j3]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): 277-294 (2022) - 2021
- [j2]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: 101985 (2021) - [j1]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): 1567-1581 (2021) - [c2]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: 3435-3442 - 2020
- [i2]Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang:
A Survey on Domain Knowledge Powered Deep Learning for Medical Image Analysis. CoRR abs/2004.12150 (2020)
2010 – 2019
- 2018
- [c1]Xiaozheng Xie, Faqiang Shi, Jianwei Niu, Xiaolan Tang:
Breast Ultrasound Image Classification and Segmentation Using Convolutional Neural Networks. PCM (3) 2018: 200-211 - [i1]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 abs/1801.10000 (2018)
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