A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks

27 March 2020

Papers citing "A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks"

22 / 22 papers shown

Title
SC-MIL: Sparsely Coded Multiple Instance Learning for Whole Slide Image Classification Peijie Qiu Pan Xiao Wenhui Zhu Yalin Wang Aristeidis Sotiras 37 4 0 31 Oct 2023
A Deep Analysis of Transfer Learning Based Breast Cancer Detection Using Histopathology Images Md Ishtyaq Mahmud M. Mamun Ahmed Abdelgawad 17 14 0 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 20 30 0 10 Apr 2023
Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification Conghao Xiong Hao Chen Joseph J. Y. Sung Irwin King MedIm 13 35 0 19 Jan 2023
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 25 99 0 07 Jun 2022
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 28 14 0 25 May 2022
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 15 1 0 17 May 2022
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 17 55 0 18 Apr 2022
An application of Pixel Interval Down-sampling (PID) for dense tiny microorganism counting on environmental microorganism images Jiawei Zhang N. Xu Chen Li M. Rahaman Yuhong Yao Yu-Hao Lin Jinghua Zhang Tao Jiang M. Grzegorzek Wenjun Qin 17 7 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 17 192 0 08 Mar 2022
A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements Jiawei Zhang Chen Li M. Rahaman Yudong Yao Pingli Ma Jinghua Zhang Xin Zhao Tao Jiang M. Grzegorzek 19 14 0 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 GNN MedIm AI4CE 14 11 0 17 Feb 2022
EBHI:A New Enteroscope Biopsy Histopathological H&E Image Dataset for Image Classification Evaluation Weiming Hu Chen Li Xirong Li M. Rahaman Yong Zhang ... Yudong Yao Hongzan Sun N. Xu Xinyu Huang Marcin Grzegorze 24 19 0 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 SSeg 3DV 24 13 0 14 Feb 2022
What Can Machine Vision Do for Lymphatic Histopathology Image Analysis: A Comprehensive Review Xiaoqi Li Hao Chen Chen Li M. Rahaman Xintong Li Jian Wu Xirong Li Hongzan Sun M. Grzegorzek 30 6 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 10 5 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 11 138 0 01 Aug 2021
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification Zhucheng Shao Hao Bian Yang Chen Yifeng Wang Jian Andrew Zhang Xiangyang Ji Yongbing Zhang ViT MedIm 15 625 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 Pingli Ma Chen Li M. Rahaman Yudong Yao Jiawei Zhang Shuojia Zou Xin Zhao M. Grzegorzek 14 60 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 22 43 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 28 53 0 07 Feb 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018