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BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix


Apr 25, 2022
Shengjie Liu, Chuang Zhu, Feng Xu, Xinyu Jia, Zhongyue Shi, Mulan Jin


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Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides


Dec 12, 2021
Feng Xu, Chuang Zhu, Wenqi Tang, Ying Wang, Yu Zhang, Jie Li, Hongchuan Jiang, Zhongyue Shi, Jun Liu, Mulan Jin

* Frontiers in Oncology, 11(2021), 4133 
* Accepted by Frontiers in Oncology, for more details, please see https://github.com/bupt-ai-cz/BALNMP 

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Hard Sample Aware Noise Robust Learning for Histopathology Image Classification


Dec 05, 2021
Chuang Zhu, Wenkai Chen, Ting Peng, Ying Wang, Mulan Jin

* 14 pages, 20figures, IEEE Transactions on Medical Imaging 

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Multi-level colonoscopy malignant tissue detection with adversarial CAC-UNet


Jun 30, 2020
Chuang Zhu, Ke Mei, Ting Peng, Yihao Luo, Jun Liu, Ying Wang, Mulan Jin

* accepted by Neurocomputing; winner of the MICCAI DigestPath 2019 challenge on colonoscopy tissue segmentation and classification task 

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