Recently, hybrid models integrating a CNN and a Transformer (ConvFormer), shown in Fig. 23.2.1, have achieved significant advancements in semantic segmentation tasks [1]–[4], which are critical for ...

The rapid advancement of medical imaging technologies requires the development of advanced, automated, and interpretable diagnostic tools for clinical decision-making. Although convolutional neural ...