Abstract: Deep learning methods have become a staple in the field of medical image segmentation. While traditional segmentation methods have achieved significant success, challenges such as the ...

Abstract: In recent years, deep learning has been widely utilized in the fields of biomedical image segmentation and cellular image analysis. Supervised deep neural networks trained on annotated data ...