Ahmed Marouane Djouama

Brain Tumor Segmentation Using Diffusion Transformers

Brain tumor segmentation from magnetic resonance imaging (MRI) is central to sur-gical planning and radiotherapy targeting, yet manual delineation is time-intensiveand subject to significant inter-rater variability. Dominant transformer-based seg-mentation architectures require 60–150 million parameters and exceed 300...