Original ResearchPublished 16 September 2026PDSA-DBUNet: dual-branch U-Net for abdominal medical image segmentation driven by polynomial dynamic sparse attentionJiatong Shang · Guolin He · Xuyang LiFrontiers in Signal Processingdoi 10.3389/frsip.2026.1904505