openalexFrontiers in Neurology2026-07-23
DBENet: Dual-Branch Encoder Network for brain MRI lesion segmentation
Qiang Zhao, Zhaohui Zhang, Tinghua Cao
Introduction Accurate brain lesion segmentation in Magnetic Resonance Imaging (MRI) remains challenging due to heterogeneous lesion appearance, variable scales, and ambiguous boundaries. Methods We propose DBENet, a Dual-Branch Encoder Network for brain MRI lesion segmentation. T…