Residual Dual Attention Generative Adversarial Networks for Tissue Segmentation on Histopathological Image

• Published in: 2024 2nd International Conference on Pattern Recognition, Machine Vision and Intelligent Algorithms (PRMVIA) pp. 59 - 63
• Main Authors: Guan, Xi, Li, Junwei, Shao, Wei
• Format: Conference Proceeding
• Language: English
• Published: IEEE 24.05.2024
• Subjects: Attention mechanisms; Generative Adversarial learning; Generative adversarial networks; Image segmentation; Object segmentation; Pathological Image; Pathology; Residual Dual Attention Mechanism; Training; Visualization

Breast cancer is a common malignant tumor among women, posing a significant threat to their health. Pathological images are considered the standard for breast cancer detection and diagnosis, where the epithelial tissue and stromal tissue within them play a crucial role in the tumor microenvironment....