A Comparative Study of Different Types of Convolutional Neural Networks for Breast Cancer Histopathological Image Classification

Histopathological Image ◽

Different Types ◽

Breast Cancer Histopathological Image Classification Based on Convolutional Neural Networks

Journal of Medical Imaging and Health Informatics ◽

10.1166/jmihi.2019.2648 ◽

2019 ◽

Vol 9 (4) ◽

pp. 735-743 ◽

Cited By ~ 1

Author(s):

Jianxin Zhang ◽

Xiangguo Wei ◽

Chao Che ◽

Qiang Zhang ◽

Xiaopeng Wei

Keyword(s):

Breast Cancer ◽

Neural Networks ◽

Image Classification ◽

Histopathological Image ◽

Breast cancer histopathological image classification using convolutional neural networks with small SE-ResNet module

PLoS ONE ◽

10.1371/journal.pone.0214587 ◽

2019 ◽

Vol 14 (3) ◽

pp. e0214587 ◽

Cited By ~ 25

Author(s):

Yun Jiang ◽

Li Chen ◽

Hai Zhang ◽

Xiao Xiao

Keyword(s):

Breast Cancer ◽

Neural Networks ◽

Image Classification ◽

Histopathological Image ◽

Breast cancer histopathological image classification using Convolutional Neural Networks

2016 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2016.7727519 ◽

2016 ◽

Cited By ~ 216

Author(s):

Fabio Alexandre Spanhol ◽

Luiz S. Oliveira ◽

Caroline Petitjean ◽

Laurent Heutte

Keyword(s):

Breast Cancer ◽

Neural Networks ◽

Image Classification ◽

Histopathological Image ◽

Convolutional Neural Networks for Breast Cancer Histopathological Image Classification

2018 4th International Conference on Big Data and Information Analytics (BigDIA) ◽

10.1109/bigdia.2018.8632800 ◽

2018 ◽

Cited By ~ 3

Author(s):

Sandeep Angara ◽

Melvin Robinson ◽

Pablo Guillen-Rondon

Keyword(s):

Breast Cancer ◽

Neural Networks ◽

Image Classification ◽

Histopathological Image ◽

Breast Cancer Histopathological Image Classification Using Convolutional Neural Networks

10.1007/978-981-16-4301-9_14 ◽

2021 ◽

pp. 183-195

Author(s):

Ankita Adhikari ◽

Ashesh Roy Choudhuri ◽

Debanjana Ghosh ◽

Neela Chattopadhyay ◽

Rupak Chakraborty

Keyword(s):

Breast Cancer ◽

Neural Networks ◽

Image Classification ◽

Histopathological Image ◽

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

Histopathological image classification with bilinear convolutional neural networks

10.1109/embc.2017.8037745 ◽

2017 ◽

Cited By ~ 22

Author(s):

Chaofeng Wang ◽

Jun Shi ◽

Qi Zhang ◽

Shihui Ying

Keyword(s):

Neural Networks ◽

Image Classification ◽

Histopathological Image ◽

Histopathological image classification with deep convolutional neural networks

Applications of Machine Learning ◽

10.1117/12.2530291 ◽

2019 ◽

Author(s):

Zahangir Alom ◽

Theus Aspiras ◽

Tarek Taha ◽

Vijayan K. Asari

Keyword(s):

Neural Networks ◽

Image Classification ◽

Deep Convolutional Neural Networks ◽

Histopathological Image ◽

Graph Neural Networks for the Cross-Domain Histopathological Image Classification

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi48211.2021.9434037 ◽

2021 ◽

Author(s):

Chang Cai ◽

Dou Xu ◽

Chaowei Fang ◽

Meng Yang ◽

Zhongyu Li

Keyword(s):

Neural Networks ◽

Image Classification ◽

Cross Domain ◽

Histopathological Image ◽

The Cross ◽

Histopathological Image Classification ◽

Graph Neural Networks

International Conference on Signal Image Processing and Communication (ICSIPC 2021) ◽

Densely connected convolutional networks for breast cancer histopathological image classification

10.1117/12.2600183 ◽

2021 ◽

Author(s):

Jie Li ◽

JinLing Chen ◽

Chengming Zhao

Keyword(s):

Breast Cancer ◽

Image Classification ◽

Convolutional Networks ◽

Histopathological Image ◽

DCET-Net: Dual-Stream Convolution Expanded Transformer for Breast Cancer Histopathological Image Classification

10.1109/bibm52615.2021.9669903 ◽

2021 ◽

Author(s):

Ying Zou ◽

Shannan Chen ◽

Qiule Sun ◽

Bin Liu ◽

Jianxin Zhang

Keyword(s):

Breast Cancer ◽

Image Classification ◽

Histopathological Image ◽