Ze-Hua Peng

Focus-UNet: Deep-stage Decomposition and Context Gating for Medical Image Segmentation

Accurate segmentation of tumors and lesions in brain magnetic resonance imaging (MRI) is of great importance for clinical diagnosis, surgical planning, and prognosis assessment. However, brain lesions often exhibit substantial variations in size, irregular shapes, and blurred boundaries. Traditional U-Net relies on a b...