Additional visualizations highlighting the comparison between the proposed two-stage AG-VQ-VAE network (without skip connections) and the single-stage AG-UNet (with skip connections) are presented.
Abstract: This study introduces HMSA-Net, a Hierarchical Multi-Scale Attention Network designed for accurate brain tumor segmentation from multi-modal MRI scans. HMSA-Net employs a hierarchical ...
Abstract: Detection and segmentation of Magnetic Resonance Imaging (MRI) scans is a critical task in medical imaging, where achieving high segmentation precision and reliability remains challenging ...
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