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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
作者:  Li, Yixin;  Li, Chen;  Li, Xiaoyan;  Wang K(王锴);  Rahaman, Md Mamunur
收藏  |  浏览/下载:19/0  |  提交时间:2021/05/25
A hierarchical conditional random field-based attention mechanism approach for gastric histopathology image classification 期刊论文
APPLIED INTELLIGENCE, 2022, 页码: 1-22
作者:  Li, Yixin;  Wu, Xinran;  Li C(李晨);  Li, Xiaoyan;  Chen, Haoyuan
收藏  |  浏览/下载:21/0  |  提交时间:2022/01/20
GasHisSDB: A new gastric histopathology image dataset for computer aided diagnosis of gastric cancer 期刊论文
Computers in Biology and Medicine, 2022, 卷号: 142, 页码: 1-9
作者:  Hu, Weiming;  Li C(李晨);  Li, Xiaoyan;  Rahaman, Md Mamunur;  Ma, Jiquan
收藏  |  浏览/下载:24/0  |  提交时间:2022/01/27
IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach 期刊论文
Computers in Biology and Medicine, 2022, 卷号: 143, 页码: 1-17
作者:  Chen, Haoyuan;  Li C(李晨);  Li, Xiaoyan;  Rahaman, Md Mamunur;  Hu, Weiming
收藏  |  浏览/下载:25/0  |  提交时间:2022/02/11
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, 2022, 卷号: 141, 页码: 1-13
作者:  Liu, Wanli;  Li C(李晨);  Rahaman, Md Mamunur;  Jiang, Tao;  Sun, Hongzan
收藏  |  浏览/下载:16/0  |  提交时间:2021/12/20
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
作者:  Ai, Shiliang;  Li, Chen;  Li, Xiaoyan;  Jiang, Tao;  Grzegorzek, Marcin
收藏  |  浏览/下载:28/0  |  提交时间:2021/08/03


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