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2020 – today
- 2024
[j11]Ziniu Qian, Zihua Wang, Xin Zhang, Bingzheng Wei, Maode Lai, Jianzhong Shou, Yubo Fan, Yan Xu:
MSNSegNet: attention-based multi-shape nuclei instance segmentation in histopathology images. Medical Biol. Eng. Comput. 62(6): 1821-1836 (2024)- [j10]Zhiyun Song
, Penghui Du, Junpeng Yan, Kailu Li, Jianzhong Shou, Maode Lai, Yubo Fan, Yan Xu:
Nucleus-Aware Self-Supervised Pretraining Using Unpaired Image-to-Image Translation for Histopathology Images. IEEE Trans. Medical Imaging 43(1): 459-472 (2024) - [c7]Yang Zhou, Yongjian Wu, Jiya Saiyin, Bingzheng Wei, Maode Lai, Eric Chang, Yan Xu:
SDPT: Synchronous Dual Prompt Tuning for Fusion-Based Visual-Language Pre-trained Models. ECCV (49) 2024: 340-356 - [i12]Qingrong Sun, Weixiang Zhong, Jie Zhou, Chong Lai, Xiaodong Teng, Maode Lai:
RCdpia: A Renal Carcinoma Digital Pathology Image Annotation dataset based on pathologists. CoRR abs/2403.11211 (2024) - [i11]Xiaomin Lv, Chong Lai, Liya Ding, Maode Lai, Qingrong Sun:
Renal digital pathology visual knowledge search platform based on language large model and book knowledge. CoRR abs/2406.18556 (2024) - [i10]Yang Zhou, Yongjian Wu, Jiya Saiyin, Bingzheng Wei, Maode Lai, Eric Chang, Yan Xu:
SDPT: Synchronous Dual Prompt Tuning for Fusion-based Visual-Language Pre-trained Models. CoRR abs/2407.11414 (2024) - [i9]Yongjian Wu, Yang Zhou, Jiya Saiyin, Bingzheng Wei, Maode Lai, Jianzhong Shou, Yan Xu:
AttriPrompter: Auto-Prompting with Attribute Semantics for Zero-shot Nuclei Detection via Visual-Language Pre-trained Models. CoRR abs/2410.16820 (2024) - 2023
- [j9]Jiahui Yu, Tianyu Ma, Yu Fu, Hang Chen, Maode Lai, Cheng Zhuo, Yingke Xu:
Local-to-global spatial learning for whole-slide image representation and classification. Comput. Medical Imaging Graph. 107: 102230 (2023) - [j8]Kailu Li, Ziniu Qian, Yingnan Han, Eric I-Chao Chang, Bingzheng Wei, Maode Lai, Jing Liao, Yubo Fan, Yan Xu:
Weakly supervised histopathology image segmentation with self-attention. Medical Image Anal. 86: 102791 (2023) - [j7]Yang Zhou, Yongjian Wu, Zihua Wang, Bingzheng Wei, Maode Lai, Jianzhong Shou, Yubo Fan, Yan Xu:
Cyclic Learning: Bridging Image-Level Labels and Nuclei Instance Segmentation. IEEE Trans. Medical Imaging 42(10): 3104-3116 (2023) - [j6]Jiahui Yu, Tianyu Ma, Hang Chen, Maode Lai, Zhaojie Ju, Yingke Xu:
Marrying Global-Local Spatial Context for Image Patches in Computer-Aided Assessment. IEEE Trans. Syst. Man Cybern. Syst. 53(11): 7099-7111 (2023) - [c6]Yongjian Wu, Yang Zhou, Jiya Saiyin, Bingzheng Wei, Maode Lai, Jianzhong Shou, Yubo Fan, Yan Xu:
Zero-Shot Nuclei Detection via Visual-Language Pre-trained Models. MICCAI (6) 2023: 693-703 - [i8]Yang Zhou, Yongjian Wu, Zihua Wang, Bingzheng Wei, Maode Lai, Jianzhong Shou, Yubo Fan, Yan Xu:
Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation. CoRR abs/2306.02691 (2023) - [i7]Yongjian Wu, Yang Zhou, Jiya Saiyin, Bingzheng Wei, Maode Lai, Jianzhong Shou, Yubo Fan, Yan Xu:
Zero-shot Nuclei Detection via Visual-Language Pre-trained Models. CoRR abs/2306.17659 (2023) - [i6]Zhiyun Song, Penghui Du, Junpeng Yan, Kailu Li, Jianzhong Shou, Maode Lai, Yubo Fan, Yan Xu:
Nucleus-aware Self-supervised Pretraining Using Unpaired Image-to-image Translation for Histopathology Images. CoRR abs/2309.07394 (2023) - 2022
- [c5]Ziniu Qian, Kailu Li, Maode Lai, Eric I-Chao Chang, Bingzheng Wei, Yubo Fan, Yan Xu:
Transformer Based Multiple Instance Learning for Weakly Supervised Histopathology Image Segmentation. MICCAI (2) 2022: 160-170 - [i5]Ziniu Qian, Kailu Li, Maode Lai, Eric I-Chao Chang, Bingzheng Wei, Yubo Fan, Yan Xu:
Transformer based multiple instance learning for weakly supervised histopathology image segmentation. CoRR abs/2205.08878 (2022)
2010 – 2019
- 2019
- [j5]Bo Hu, Ye Tang, Eric I-Chao Chang, Yubo Fan, Maode Lai, Yan Xu:
Unsupervised Learning for Cell-Level Visual Representation in Histopathology Images With Generative Adversarial Networks. IEEE J. Biomed. Health Informatics 23(3): 1316-1328 (2019) - 2017
- [j4]Yan Xu, Zhipeng Jia, Liang-Bo Wang, Yuqing Ai, Fang Zhang, Maode Lai, Eric I-Chao Chang:
Large scale tissue histopathology image classification, segmentation, and visualization via deep convolutional activation features. BMC Bioinform. 18(1): 281:1-281:17 (2017) - [j3]Yan Xu, Yeshu Li, Zhengyang Shen, Ziwei Wu, Teng Gao, Yubo Fan, Maode Lai, Eric I-Chao Chang:
Parallel multiple instance learning for extremely large histopathology image analysis. BMC Bioinform. 18(1): 360 (2017) - [j2]Yan Xu, Yang Li, Yipei Wang, Mingyuan Liu, Yubo Fan, Maode Lai, Eric I-Chao Chang:
Gland Instance Segmentation Using Deep Multichannel Neural Networks. IEEE Trans. Biomed. Eng. 64(12): 2901-2912 (2017) - [i4]Bo Hu, Ye Tang, Eric I-Chao Chang, Yubo Fan, Maode Lai, Yan Xu:
Unsupervised Learning for Cell-level Visual Representation in Histopathology Images with Generative Adversarial Networks. CoRR abs/1711.11317 (2017) - 2016
- [c4]Yan Xu, Yang Li, Mingyuan Liu, Yipei Wang, Maode Lai, Eric I-Chao Chang:
Gland Instance Segmentation by Deep Multichannel Side Supervision. MICCAI (2) 2016: 496-504 - [i3]Yan Xu, Yang Li, Mingyuan Liu, Yipei Wang, Maode Lai, Eric I-Chao Chang:
Gland Instance Segmentation by Deep Multichannel Side Supervision. CoRR abs/1607.03222 (2016) - [i2]Yan Xu, Yang Li, Mingyuan Liu, Yipei Wang, Yubo Fan, Maode Lai, Eric I-Chao Chang:
Gland Instance Segmentation by Deep Multichannel Neural Networks. CoRR abs/1607.04889 (2016) - [i1]Yan Xu, Yang Li, Yipei Wang, Mingyuan Liu, Yubo Fan, Maode Lai, Eric I-Chao Chang:
Gland Instance Segmentation Using Deep Multichannel Neural Networks. CoRR abs/1611.06661 (2016) - 2015
- [c3]Yan Xu, Zhipeng Jia, Yuqing Ai, Fang Zhang, Maode Lai, Eric I-Chao Chang:
Deep convolutional activation features for large scale Brain Tumor histopathology image classification and segmentation. ICASSP 2015: 947-951 - 2014
- [j1]Yan Xu, Jun-Yan Zhu, Eric I-Chao Chang, Maode Lai, Zhuowen Tu:
Weakly supervised histopathology cancer image segmentation and classification. Medical Image Anal. 18(3): 591-604 (2014) - [c2]Yan Xu, Tao Mo, Qiwei Feng, Peilin Zhong, Maode Lai, Eric I-Chao Chang:
Deep learning of feature representation with multiple instance learning for medical image analysis. ICASSP 2014: 1626-1630 - 2012
- [c1]Yan Xu, Jianwen Zhang, Eric I-Chao Chang, Maode Lai, Zhuowen Tu:
Context-Constrained Multiple Instance Learning for Histopathology Image Segmentation. MICCAI (3) 2012: 623-630
Coauthor Index
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