Abstract To meet the needs of automated medical analysis of brain tumor magnetic resonance imaging. this study introduces an enhanced instance segmentation method built upon mask region-based convolutional neural network. By incorporating squeeze-and-excitation networks. a channel attention mechanism. https://thebrickes.shop/product-category/composters/