Brain tumors account for roughly one in four cancer-related deaths. The task of brain tumor segmentation is particularly challenging, as different tumor types require distinct segmentation approaches.

China is the birthplace of silk weaving, possessing a rich heritage of silk artifacts. Textile patterns exhibit unique artistic value and carry profound historical and cultural significance. Through ...