Author

Sheekar Banerjee

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Preprint Sep 2026

Lightweight Vision Transformer-Based U-Net for Brain Tumor Segmentation from MRI

Accurate brain tumor segmentation from Magnetic Resonance Imaging is essential for diagnosis, treatment planning, and surgical guidance. Although Convolutional Neural Networks, particularly UNet, have achieved significant success in medical image segmentation, they often struggle to capture the long-range spatial depen...

Sheekar Banerjee, Monika Chowdhury, M. Akash et al. · 0 citations