Segmentation results with and without the Transformer branch. The first column corresponds to the input image, the second column displays the segmentation result without the Transformer branch, and the third column shows the segmentation result obtained using the Transformer branch. The red boxes indicate examples where the use of a dual-branch network leads to more precise feature extraction and improved MBP segmentation. The yellow boxes indicate instances where the dual-branch network results in fewer misidentifications of MBPs.