Abstract: To address complex semantic segmentation in coal mine areas, this study proposes the SAM-SEF (SAM-based Semantic Enhancement Framework). It integrates Semantic-SAM’s zero-shot segmentation ...

Abstract: Brain tumor segmentation is a critical task in medical imaging, essential for accurate diagnosis, treatment planning, and monitoring of gliomas, including high-grade and lower-grade gliomas.