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Weakly supervised histopathology cancer image segmentation and classification

Y. Xu, J. Zhu, E. Chang, M. Lai, и Z. Tu. Medical Image Analysis, 18 (3): 591 - 604 (2014)
DOI: https://doi.org/10.1016/j.media.2014.01.010

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Waltraud Lai

Eugen Lai

Xin Lai

Mao Lai

Yinchieh Lai

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Marrying Global-Local Spatial Context for Image Patches in Computer-Aided Assessment.J. Yu, T. Ma, H. Chen, M. Lai, Z. Ju, и Y. Xu. IEEE Trans. Syst. Man Cybern. Syst., 53 (11): 7099-7111 (ноября 2023)Context-Constrained Multiple Instance Learning for Histopathology Image Segmentation.Y. Xu, J. Zhang, E. Chang, M. Lai, и Z. Tu. MICCAI (3), том 7512 из Lecture Notes in Computer Science, стр. 623-630. Springer, (2012)Gland Instance Segmentation Using Deep Multichannel Neural Networks.Y. Xu, Y. Li, Y. Wang, M. Liu, Y. Fan, M. Lai, и E. Chang. CoRR, (2016)Weakly supervised histopathology image segmentation with self-attention.K. Li, Z. Qian, Y. Han, E. Chang, B. Wei, M. Lai, J. Liao, Y. Fan, и Y. Xu. Medical Image Anal., (мая 2023)Local-to-global spatial learning for whole-slide image representation and classification.J. Yu, T. Ma, Y. Fu, H. Chen, M. Lai, C. Zhuo, и Y. Xu. Comput. Medical Imaging Graph., (2023)Gland Instance Segmentation by Deep Multichannel Neural Networks.Y. Xu, Y. Li, M. Liu, Y. Wang, Y. Fan, M. Lai, и E. Chang. CoRR, (2016)Cyclic Learning: Bridging Image-Level Labels and Nuclei Instance Segmentation.Y. Zhou, Y. Wu, Z. Wang, B. Wei, M. Lai, J. Shou, Y. Fan, и Y. Xu. IEEE Trans. Medical Imaging, 42 (10): 3104-3116 (октября 2023)Parallel multiple instance learning for extremely large histopathology image analysis.Y. Xu, Y. Li, Z. Shen, Z. Wu, T. Gao, Y. Fan, M. Lai, и E. Chang. BMC Bioinform., 18 (1): 360 (2017)Gland Instance Segmentation by Deep Multichannel Side Supervision.Y. Xu, Y. Li, M. Liu, Y. Wang, M. Lai, и E. Chang. MICCAI (2), том 9901 из Lecture Notes in Computer Science, стр. 496-504. (2016)MSNSegNet: attention-based multi-shape nuclei instance segmentation in histopathology images.Z. Qian, Z. Wang, X. Zhang, B. Wei, M. Lai, J. Shou, Y. Fan, и Y. Xu. Medical Biol. Eng. Comput., 62 (6): 1821-1836 (июня 2024)

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