LACE
The shallow-layer decontamination module in CoReFuse-Med that combines local convolution with axial strip convolution and achieves selective fusion through adaptive weights.
Timeline (last 90 days)
CoReFuse-Med splits fusion into two stages, keeping an overall three-stream, symmetric U-shaped segmentation network structure that contains three modules: LACE, IMSH and MBCF.
LACE uses a local DoubleConv plus strip convolution branches along the three directions D, H and W, then performs selective fusion with adaptive weights generated by Softmax.
Ablation experiments show that on EPVS the Baseline achieves a DSC of 0.7146, and combining LACE+IMSH+MBCF reaches 0.7322.
All Facts (3)
CoReFuse-Med splits fusion into two stages, keeping an overall three-stream, symmetric U-shaped segmentation network structure that contains three modules: LACE, IMSH and MBCF.
50%UnverifiedLACE uses a local DoubleConv plus strip convolution branches along the three directions D, H and W, then performs selective fusion with adaptive weights generated by Softmax.
50%UnverifiedAblation experiments show that on EPVS the Baseline achieves a DSC of 0.7146, and combining LACE+IMSH+MBCF reaches 0.7322.
50%