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A Hierarchical Conditional Random Field-based Attention Mechanism
  Approach for Gastric Histopathology Image Classification

A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification

21 February 2021
Yixin Li
Xinran Wu
Chen Li
Changhao Sun
M. Rahaman
Hao Chen
Yudong Yao
Xiaoyan Li
Yong Zhang
Tao Jiang
ArXivPDFHTML

Papers citing "A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification"

9 / 9 papers shown
Title
EBHI-Seg: A Novel Enteroscope Biopsy Histopathological Haematoxylin and
  Eosin Image Dataset for Image Segmentation Tasks
EBHI-Seg: A Novel Enteroscope Biopsy Histopathological Haematoxylin and Eosin Image Dataset for Image Segmentation Tasks
Li Shi
Xirong Li
W. Hua
Hao Chen
Jing Chen
...
Hongzan Sun
M. Grzegorzek
Shouliang Qi
Yueyang Teng
Chen Li
25
21
0
01 Dec 2022
IL-MCAM: An interactive learning and multi-channel attention
  mechanism-based weakly supervised colorectal histopathology image
  classification approach
IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach
Hao Chen
Chen Li
Xirong Li
M. Rahaman
Weiming Hu
...
Wanli Liu
Changhao Sun
Hongzan Sun
Xinyu Huang
M. Grzegorzek
HAI
35
99
0
07 Jun 2022
A Comparative Study of Gastric Histopathology Sub-size Image
  Classification: from Linear Regression to Visual Transformer
A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer
Weiming Hu
Hao Chen
Wanli Liu
Xirong Li
Hongzan Sun
Xinyu Huang
M. Grzegorzek
Chen Li
33
14
0
25 May 2022
Application of Graph Based Features in Computer Aided Diagnosis for
  Histopathological Image Classification of Gastric Cancer
Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer
Haiqing Zhang
Chen Li
Shiliang Ai
Hao Chen
Yuchao Zheng
Yixin Li
Xirong Li
Hongzan Sun
Xinyu Huang
M. Grzegorzek
23
1
0
17 May 2022
Application of Transfer Learning and Ensemble Learning in Image-level
  Classification for Breast Histopathology
Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology
Yuchao Zheng
Chen Li
Xiaomin Zhou
Hao Chen
Hao Xu
...
Haiqing Zhang
Xirong Li
Hongzan Sun
Xinyu Huang
M. Grzegorzek
36
55
0
18 Apr 2022
TOD-CNN: An Effective Convolutional Neural Network for Tiny Object
  Detection in Sperm Videos
TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos
Shuojia Zou
Chen Li
Hongzan Sun
Peng Xu
Jiawei Zhang
Pingli Ma
Yudong Yao
Xinyu Huang
M. Grzegorzek
22
28
0
18 Apr 2022
GasHis-Transformer: A Multi-scale Visual Transformer Approach for
  Gastric Histopathological Image Detection
GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathological Image Detection
Hao Chen
Chen Li
Ge Wang
Xirong Li
M. Rahaman
...
Yixin Li
Wanli Liu
Changhao Sun
Shiliang Ai
M. Grzegorzek
ViT
MedIm
34
182
0
29 Apr 2021
Gastric histopathology image segmentation using a hierarchical
  conditional random field
Gastric histopathology image segmentation using a hierarchical conditional random field
Changhao Sun
Chen Li
Jinghua Zhang
Muhammad Rahaman
Shiliang Ai
Hao Chen
Frank Kulwa
Yixin Li
Xiaoyan Li
Tao Jiang
39
46
0
03 Mar 2020
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image
  Segmentation
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
Vijay Badrinarayanan
Alex Kendall
R. Cipolla
SSeg
446
15,645
0
02 Nov 2015
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