Rui Feng

Fuzzy Graph Neural Network for Few-Shot Learning

2020

Recent works have shown that graph neural net-works (GNNs) can substantially improve the performance of few-shot learning benefitting from their natural ability to learn inter-class uniqueness and intra-class commonality. However, previous GNN methods have not …

SCSGNet: Spatial-Correlated and Shape-Guided Network for Breast Mass Segmentation

2023

Automatic and accurate breast mass segmentation plays a crucial role in the early diagnosis of breast cancer. However, it has been a challenging task for two main reasons: (1) Breast masses are diverse; and (2) …