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2003.12255
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A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks
IEEE Access (IEEE Access), 2020
27 March 2020
Xiaomin Zhou
Chen Li
M. Rahaman
Yudong Yao
Shiliang Ai
Changhao Sun
Xiaoyan Li
Qian Wang
Tao Jiang
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Papers citing
"A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks"
23 / 23 papers shown
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Md Ishtyaq Mahmud
M. Mamun
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11 Apr 2023
hist2RNA: An efficient deep learning architecture to predict gene expression from breast cancer histopathology images
Raktim Kumar Mondol
Ewan K. A. Millar
Peter H. Graham
Lois Browne
Arcot Sowmya
Erik H. W. Meijering
314
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10 Apr 2023
Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Conghao Xiong
Hao Chen
Joseph J. Y. Sung
Irwin King
MedIm
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19 Jan 2023
Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots
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Yeqin Zhang
K. Weerakoon
Tianrui Guan
Jing Liang
Luo Si
Tianyi Zhou
Cam-Tu Nguyen
340
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20 Oct 2022
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
197
122
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07 Jun 2022
A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer
Frontiers in Medicine (Front. Med.), 2022
Weiming Hu
Hao Chen
Wanli Liu
Xirong Li
Hongzan Sun
Xinyu Huang
M. Grzegorzek
Chen Li
173
17
0
25 May 2022
Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer
Digital Medicine (DM), 2022
Haiqing Zhang
Chen Li
Shiliang Ai
Hao Chen
Yuchao Zheng
Yixin Li
Xirong Li
Hongzan Sun
Xinyu Huang
M. Grzegorzek
201
2
0
17 May 2022
Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology
Intelligent Medicine (IM), 2022
Yuchao Zheng
Chen Li
Xiaomin Zhou
Hao Chen
Hao Xu
...
Haiqing Zhang
Xirong Li
Hongzan Sun
Xinyu Huang
M. Grzegorzek
250
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18 Apr 2022
An application of Pixel Interval Down-sampling (PID) for dense tiny microorganism counting on environmental microorganism images
Applied Sciences (Appl. Sci.), 2022
Jiawei Zhang
N. Xu
Chen Li
M. Rahaman
Yuhong Yao
Yu-Hao Lin
Jinghua Zhang
Tao Jiang
M. Grzegorzek
Wenjun Qin
369
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0
04 Apr 2022
Breast cancer detection using artificial intelligence techniques: A systematic literature review
Ali Bou Nassif
M. A. Talib
Q. Nasir
Yaman Afadar
Omar A. Elgendy
232
252
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08 Mar 2022
A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements
Archives of Computational Methods in Engineering (ACME), 2022
Jiawei Zhang
Chen Li
M. Rahaman
Yudong Yao
Pingli Ma
Jinghua Zhang
Xin Zhao
Tao Jiang
M. Grzegorzek
264
16
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18 Feb 2022
Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications
Kexin Ding
Mu Zhou
Zichen Wang
Qiao Liu
C. Arnold
Shaoting Zhang
Dimitris N. Metaxas
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289
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17 Feb 2022
EBHI:A New Enteroscope Biopsy Histopathological H&E Image Dataset for Image Classification Evaluation
Physica medica (Testo stampato) (Phys. Med.), 2022
Weiming Hu
Chen Li
Xirong Li
M. Rahaman
Yong Zhang
...
Yudong Yao
Hongzan Sun
N. Xu
Xinyu Huang
Marcin Grzegorze
246
32
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17 Feb 2022
A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification
Jian Wu
Wanli Liu
Chen Li
Tao Jiang
Islam Mohammad Shariful
Hongzan Sun
Xiaoqi Li
Xintong Li
Xinyu Huang
M. Grzegorzek
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251
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14 Feb 2022
What Can Machine Vision Do for Lymphatic Histopathology Image Analysis: A Comprehensive Review
Artificial Intelligence Review (Artif Intell Rev), 2022
Xiaoqi Li
Hao Chen
Chen Li
M. Rahaman
Xintong Li
Jian Wu
Xirong Li
Hongzan Sun
M. Grzegorzek
251
9
0
21 Jan 2022
Stain Normalized Breast Histopathology Image Recognition using Convolutional Neural Networks for Cancer Detection
S. Krishna
Suganthi S.S
Shivsubramani Krishnamoorthy
Arnav V. Bhavsar
OOD
MedIm
295
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0
04 Jan 2022
Applications of Artificial Neural Networks in Microorganism Image Analysis: A Comprehensive Review from Conventional Multilayer Perceptron to Popular Convolutional Neural Network and Potential Visual Transformer
Jinghua Zhang
Chen Li
Yi Yin
Jiawei Zhang
M. Grzegorzek
462
199
0
01 Aug 2021
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
Neural Information Processing Systems (NeurIPS), 2021
Zhucheng Shao
Hao Bian
Yang Chen
Yifeng Wang
Jian Zhang
Xiangyang Ji
Yongbing Zhang
ViT
MedIm
554
1,139
0
02 Jun 2021
A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: From Classical Methods to Deep Learning Approaches
Artificial Intelligence Review (AIR), 2021
Pingli Ma
Chen Li
M. Rahaman
Yudong Yao
Jiawei Zhang
Shuojia Zou
Xin Zhao
M. Grzegorzek
239
90
0
07 May 2021
A State-of-the-art Survey of Artificial Neural Networks for Whole-slide Image Analysis:from Popular Convolutional Neural Networks to Potential Visual Transformers
Xintong Li
Xirong Li
Chen Li
M. Rahaman
Jian Wu
Xiaoqi Li
Yudong Yao
M. Grzegorzek
ViT
MedIm
452
63
0
13 Apr 2021
Machine Learning Methods for Histopathological Image Analysis: A Review
Jonathan de Matos
S. Ataky
A. Britto
L. S. Oliveira
Alessandro Lameiras Koerich
168
74
0
07 Feb 2021
Scene Graph to Image Generation with Contextualized Object Layout Refinement
Maor Ivgi
Yaniv Benny
Avichai Ben-David
Jonathan Berant
Lior Wolf
296
22
0
23 Sep 2020
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