HSegFormer: hybrid CNN–transformer with stage attention for brain tumor MRI segmentation

Scientific Reports, Published online: 22 August 2026; doi:10.1038/s41598-026-67758-6 HSegFormer: hybrid CNN–transformer with stage attention for brain tumor MRI segmentation