Brain MRI analysis is of great significance for extracting clinical information from patients and providing diagnostic recommendations for doctors. However, brain MRI is difficult to detect and ...

To overcome these limitations, this study proposes an enhanced U-Net model that integrates ResNet-50 as the encoder and incorporates a channel-spatial attention block in the decoder. This architecture ...