Context-Constrained Multiple Instance Learning for Histopathology Image Segmentation. - Yan Xu 001; Jianwen Zhang; Eric I-Chao Chang; Maode Lai; Zhuowen Tu (MICCAI (3), 2012)

Deep learning of feature representation with multiple instance learning for medical image analysis. - Yan Xu 001; Tao Mo; Qiwei Feng; Peilin Zhong; Maode Lai; Eric I-Chao Chang (ICASSP, 2014)

Weakly supervised histopathology cancer image segmentation and classification. - Yan Xu 001; Jun-Yan Zhu; Eric I-Chao Chang; Maode Lai; Zhuowen Tu (Medical Image Anal., 2014)

Deep convolutional activation features for large scale Brain Tumor histopathology image classification and segmentation. - Yan Xu 001; Zhipeng Jia; Yuqing Ai; Fang Zhang; Maode Lai; Eric I-Chao Chang (ICASSP, 2015)

Gland Instance Segmentation by Deep Multichannel Side Supervision. - Yan Xu 001; Yang Li 075; Mingyuan Liu 002; Yipei Wang; Maode Lai; Eric I-Chao Chang (MICCAI (2), 2016)

Gland Instance Segmentation by Deep Multichannel Neural Networks. - Yan Xu 001; Yang Li 075; Mingyuan Liu 002; Yipei Wang; Yubo Fan; Maode Lai; Eric I-Chao Chang (CoRR, 2016)

Large scale tissue histopathology image classification, segmentation, and visualization via deep convolutional activation features. - Yan Xu 001; Zhipeng Jia; Liang-Bo Wang; Yuqing Ai; Fang Zhang; Maode Lai; Eric I-Chao Chang (BMC Bioinform., 2017)

Parallel multiple instance learning for extremely large histopathology image analysis. - Yan Xu 001; Yeshu Li; Zhengyang Shen; Ziwei Wu; Teng Gao; Yubo Fan; Maode Lai; Eric I-Chao Chang (BMC Bioinform., 2017)

Gland Instance Segmentation Using Deep Multichannel Neural Networks. - Yan Xu 001; Yang Li 075; Yipei Wang; Mingyuan Liu 002; Yubo Fan; Maode Lai; Eric I-Chao Chang (IEEE Trans. Biomed. Eng., 2017)

Unsupervised Learning for Cell-Level Visual Representation in Histopathology Images With Generative Adversarial Networks. - Bo Hu; Ye Tang; Eric I-Chao Chang; Yubo Fan; Maode Lai; Yan Xu 001 (IEEE J. Biomed. Health Informatics, 2019)

Transformer Based Multiple Instance Learning for Weakly Supervised Histopathology Image Segmentation. - Ziniu Qian; Kailu Li; Maode Lai; Eric I-Chao Chang; Bingzheng Wei; Yubo Fan; Yan Xu 001 (MICCAI (2), 2022)

Zero-Shot Nuclei Detection via Visual-Language Pre-trained Models. - Yongjian Wu 002; Yang Zhou 036; Jiya Saiyin; Bingzheng Wei; Maode Lai; Jianzhong Shou; Yubo Fan; Yan Xu 001 (MICCAI (6), 2023)

Local-to-global spatial learning for whole-slide image representation and classification. - Jiahui Yu; Tianyu Ma; Yu Fu; Hang Chen; Maode Lai; Cheng Zhuo; Yingke Xu (Comput. Medical Imaging Graph., 2023)

Weakly supervised histopathology image segmentation with self-attention. - Kailu Li; Ziniu Qian; Yingnan Han; Eric I-Chao Chang; Bingzheng Wei; Maode Lai; Jing Liao 001; Yubo Fan; Yan Xu 001 (Medical Image Anal., 2023)

Cyclic Learning: Bridging Image-Level Labels and Nuclei Instance Segmentation. - Yang Zhou 036; Yongjian Wu 002; Zihua Wang; Bingzheng Wei; Maode Lai; Jianzhong Shou; Yubo Fan; Yan Xu 001 (IEEE Trans. Medical Imaging, 2023)

Marrying Global-Local Spatial Context for Image Patches in Computer-Aided Assessment. - Jiahui Yu; Tianyu Ma; Hang Chen; Maode Lai; Zhaojie Ju; Yingke Xu (IEEE Trans. Syst. Man Cybern. Syst., 2023)

SDPT: Synchronous Dual Prompt Tuning for Fusion-Based Visual-Language Pre-trained Models. - Yang Zhou 036; Yongjian Wu 002; Jiya Saiyin; Bingzheng Wei; Maode Lai; Eric Chang; Yan Xu 001 (ECCV (49), 2024)

RCdpia: A Renal Carcinoma Digital Pathology Image Annotation dataset based on pathologists. - Qingrong Sun; Weixiang Zhong; Jie Zhou; Chong Lai; Xiaodong Teng; Maode Lai (CoRR, 2024)

Renal digital pathology visual knowledge search platform based on language large model and book knowledge. - Xiaomin Lv; Chong Lai; Liya Ding; Maode Lai; Qingrong Sun (CoRR, 2024)

Nucleus-Aware Self-Supervised Pretraining Using Unpaired Image-to-Image Translation for Histopathology Images. - Zhiyun Song; Penghui Du; Junpeng Yan; Kailu Li; Jianzhong Shou; Maode Lai; Yubo Fan; Yan Xu 001 (IEEE Trans. Medical Imaging, 2024)

MSNSegNet: attention-based multi-shape nuclei instance segmentation in histopathology images. - Ziniu Qian; Zihua Wang; Xin Zhang; Bingzheng Wei; Maode Lai; Jianzhong Shou; Yubo Fan; Yan Xu 001 (Medical Biol. Eng. Comput., 2024)

AttriPrompter: Auto-Prompting With Attribute Semantics for Zero-Shot Nuclei Detection via Visual-Language Pre-Trained Models. - Yongjian Wu 002; Yang Zhou 036; Jiya Saiyin; Bingzheng Wei; Maode Lai; Jianzhong Shou; Yan Xu 001 (IEEE Trans. Medical Imaging, 2025)