Publications

Pingyi Chen, Chenglu Zhu, Zhongyi Shui, Jiatong Cai, Sunyi Zheng, Shichuan Zhang, Lin Yang (2023). Exploring Unsupervised Cell Recognition with Prior Self-activation Maps. International Conference on Medical Image Computing and Computer-Assisted Intervention.
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Yunlong Zhang, Honglin Li, Yuxuan Sun, Sunyi Zheng, Chenglu Zhu, Lin Yang (2023). Attention-challenging multiple instance learning for whole slide image classification. arXiv preprint arXiv:2311.07125.
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Yuxuan Sun, Chenglu Zhu, Yunlong Zhang, Honglin Li, Pingyi Chen, Lin Yang (2023). Assessing the Robustness of Deep Learning-Assisted Pathological Image Analysis Under Practical Variables of Imaging System. ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
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Shichuan Zhang, Chenglu Zhu, Honglin Li, Jiatong Cai, Lin Yang (2022). Weakly supervised learning for cell recognition in immunohistochemical cytoplasm staining images. 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI).
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Chenglu Zhu, Yuxuan Sun, Honglin Li, Can Cui, Shichuan Zhang, Jiatong Cai, Yang Ling (2022). Weakly Supervised Classification using Multi-Level Instance-Aware Optimization on Cervical Cytologic Image. 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI).
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Zhongyi Shui, Shichuan Zhang, Chenglu Zhu, Bingchuan Wang, Pingyi Chen, Sunyi Zheng, Lin Yang (2022). End-to-end cell recognition by point annotation. International Conference on Medical Image Computing and Computer-Assisted Intervention.
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Chenglu Zhu, Xiaoyan Wang, Shengyong Chen, Zhongzhao Teng, Cong Bai, Xiaojie Huang, Ming Xia, Zhanpeng Shao, Zheng Gu, Peiliang Sun (2022). Complex carotid artery segmentation in multi-contrast MR sequences by improved optimal surface graph cuts based on flow line learning. Medical & Biological Engineering & Computing.
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Sunyi Zheng, Jingxiong Li, Zhongyi Shui, Chenglu Zhu, Yunlong Zhang, Pingyi Chen, Lin Yang (2022). Chrsnet: Chromosome straightening using self-attention guided networks. International Conference on Medical Image Computing and Computer-Assisted Intervention.
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Jiatong Cai, Chenglu Zhu, Pingyi Chen, Shichuan Zhang, Honglin Li, Yuxuan Sun, Lin Yang (2022). Category Separation For Weakly Supervised Multi-Class Cell Counting. 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI).
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Yunlong Zhang, Yuxuan Sun, Honglin Li, Sunyi Zheng, Chenglu Zhu, Lin Yang (2022). Benchmarking the robustness of deep neural networks to common corruptions in digital pathology. International Conference on Medical Image Computing and Computer-Assisted Intervention.
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