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A Comprehensive Review of Markov Random Field and Conditional Random Field Approaches in Pathology Image Analysis 期刊论文
Archives of Computational Methods in Engineering, 2022, 卷号: 29, 期号: 1, 页码: 609-639
Authors:  Li, Yixin;  Li, Chen;  Li, Xiaoyan;  Wang K(王锴);  Rahaman, Md Mamunur;  Sun, Changhao;  Chen, Hao;  Wu, Xinran;  Zhang, Hong;  Wang, Qian
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Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: From convolutional neural networks to visual transformers 期刊论文
Computers in Biology and Medicine, 2021, 页码: 1-13
Authors:  Liu, Wanli;  Li C(李晨);  Rahaman, Md Mamunur;  Jiang, Tao;  Sun, Hongzan;  Wu, Xiangchen;  Hu, Weiming;  Chen, Haoyuan;  Sun, Changhao;  Yao, Yudong;  Grzegorzek, Marcin
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Cervical cancer  Deep learning  Pap smear  Aspect ratio of cells  Visual transformer  Robustness comparison  
A State-of-the-Art Review for Gastric Histopathology Image Analysis Approaches and Future Development 期刊论文
BioMed Research International, 2021, 卷号: 2021, 页码: 1-19
Authors:  Ai, Shiliang;  Li, Chen;  Li, Xiaoyan;  Jiang, Tao;  Grzegorzek, Marcin;  Sun, Changhao;  Rahaman, Md Mamunur;  Zhang, Jinghua;  Yao, Yudong;  Li, Hong
Adobe PDF(1823Kb)  |  Favorite  |  View/Download:27/1  |  Submit date:2021/08/03