Technological innovation is rapidly transforming neuro-oncologic surgery, yet a major unmet need remains: translating promising tools into reliable, ...

Abstract: Accurate medical image segmentation is crucial for clinical diagnosis and treatment planning. However, class imbalance and vagueness of boundary in medical images make it challenging to ...

Abstract: Semantic segmentation represents a critical challenge in computer vision, holding significant importance for the application and understanding of remote sensing imagery. This task inherently ...