Maode Lai

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 24

Top Topics

Unsupervised Learning

Histopathology Images

Multiple Instance

Top Venues

Medical Image Anal.

Publications

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 (2024)
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 (2024)
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) (2024)
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) (2024)
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 (2024)
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 (2023)
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)
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) (2023)
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 (2023)
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) (2023)
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 (2023)
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 (2023)
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 (2023)
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 (2022)
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)
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) (2019)
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) (2017)
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) (2017)
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) (2017)
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 (2017)
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)
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 (2016)
Yan Xu, Yang Li, Mingyuan Liu, Yipei Wang, Maode Lai, Eric I-Chao Chang
Gland Instance Segmentation by Deep Multichannel Side Supervision. CoRR (2016)
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 (2016)
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)
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)
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) (2014)
Yan Xu, Jianwen Zhang, Eric I-Chao Chang, Maode Lai, Zhuowen Tu
Context-Constrained Multiple Instance Learning for Histopathology Image Segmentation. MICCAI (3) (2012)