Jianxin Zhang

An Improved Artificial Fish-Swarm Algorithm and Its Applications

2021 · 2021 China Automation Congress (CAC)

The convergence and accuracy of the artificial fish swarm algorithm (AFSA) depend not only on the algorithm parameters, but also on the four different behaviors of the fish swarm algorithm. This paper analyzes the influence …

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

2021 · 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Researches on breast cancer histopathological image classification have achieved a great breakthrough using deep backbones of Convolutional Neural Networks (CNNs) in recent years. However, due to the inductive bias of locality, CNNs are unable to …

Second‐order asymmetric convolution network for breast cancer histopathology image classification

2022 · Journal of Biophotonics

Recently, convolutional neural networks (CNNs) have been widely utilized for breast cancer histopathology image classification. Besides, research works have also convinced that deep high-order statistic models obviously outperform corresponding first-order counterparts in vision tasks. Inspired …