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科研机构
沈阳自动化研究所 [6]
内容类型
期刊论文 [6]
发表日期
2022 [5]
2021 [1]
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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
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  |  
浏览/下载:21/0
  |  
提交时间:2022/01/20
Attention mechanism
Histopathology image
Conditional random field
Gastric cancer
Image classification
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
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  |  
浏览/下载:24/0
  |  
提交时间:2022/01/27
Gastric histopathology
Sub-size image
Database
Image classification
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
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  |  
浏览/下载:25/0
  |  
提交时间:2022/02/11
Colorectal cancer histopathology image
Attention mechanism
Interactivity learning
Image classificatio
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
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  |  
浏览/下载:16/0
  |  
提交时间:2021/12/20
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
作者:
Ai, Shiliang
;
Li, Chen
;
Li, Xiaoyan
;
Jiang, Tao
;
Grzegorzek, Marcin
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  |  
浏览/下载:28/0
  |  
提交时间:2021/08/03
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