Jul 2026
DSGH-Net: Medical Image Segmentation via Dual-Statistical Dynamic Context and Graph-Convolutional Heterogeneous Decoder.
The Dual-Statistical Context Modulation Block (DCM-Block), which integrates Global Average Pooling and Global Max Pooling to generate content-aware dynamic weights, thereby achieving dynamic multi-scale feature fusion at the bottleneck layer is proposed.
Jiying Ma, Di Long, Pengfei Li
· Journal of imaging informati... · 0 citations