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Yixin Li
Publications
- 2022
- [j30]Yixin Li, Xinran Wu, Chen Li, Xiaoyan Li, Haoyuan Chen, Changhao Sun, Md Mamunur Rahaman, Yudong Yao, Yong Zhang, Tao Jiang:
A hierarchical conditional random field-based attention mechanism approach for gastric histopathology image classification. Appl. Intell. 52(9): 9717-9738 (2022) - [j29]Haoyuan Chen, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek:
IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach. Comput. Biol. Medicine 143: 105265 (2022) - [j25]Haoyuan Chen, Chen Li, Ge Wang, Xiaoyan Li, Md Mamunur Rahaman, Hongzan Sun, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Shiliang Ai, Marcin Grzegorzek:
GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection. Pattern Recognit. 130: 108827 (2022) - [c33]Yuchao Zheng, Chen Li, Xiaomin Zhou, Haoyuan Chen, Haiqing Zhang, Yixin Li, Hongzan Sun, Marcin Grzegorzek:
Image Classification in Breast Histopathology Using Transfer and Ensemble Learning. ITIB 2022: 295-306 - [i19]Yuchao Zheng, Chen Li, Xiaomin Zhou, Haoyuan Chen, Hao Xu, Yixin Li, Haiqing Zhang, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek:
Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology. CoRR abs/2204.08311 (2022) - [i18]Haiqing Zhang, Chen Li, Shiliang Ai, Haoyuan Chen, Yuchao Zheng, Yixin Li, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek:
Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer. CoRR abs/2205.08467 (2022) - [i17]Haoyuan Chen, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek:
IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach. CoRR abs/2206.03368 (2022) - 2021
- [c29]Yixin Li, Xinran Wu, Chen Li, Changhao Sun, Xiaoyan Li, Md Mamunur Rahaman, Yong Zhang:
Intelligent Gastric Histopathology Image Classification Using Hierarchical Conditional Random Field based Attention Mechanism. ICMLC 2021: 330-335 - [i15]Yixin Li, Xinran Wu, Chen Li, Changhao Sun, Md Mamunur Rahaman, Yudong Yao, Xiaoyan Li, Yong Zhang, Tao Jiang:
A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification. CoRR abs/2102.10499 (2021) - [i12]Haoyuan Chen, Chen Li, Xiaoyan Li, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Yudong Yao, Marcin Grzegorzek:
GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathology Image Classification. CoRR abs/2104.14528 (2021) - 2020
- [i6]Chen Li, Yixin Li, Changhao Sun, Hao Chen, Hong Zhang:
A Comprehensive Review for MRF and CRF Approaches in Pathology Image Analysis. CoRR abs/2009.13721 (2020)
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