Fig. 3

Schematic overview of the BUC-Net architecture for automatic segmentation of brain metastases. The network employs a two-stage cascade strategy: the first stage generates a coarse segmentation map using a Bottle U-Net, and the second stage refines the segmentation using both the raw MRI and the coarse segmentation map as inputs.