Sudha Subramaniam

Adaptive Sparse Cross-Scale Transformer for Computationally Efficient Brain Tumor MRI Segmentation

Brain tumor segmentation from Magnetic Resonance Imaging (MRI) is a critical task in medical image analysis, owing to the irregular morphology of tumors, heterogeneous intensity distributions across MRI modalities, and the presence of multiple overlapping sub-regions. Accurate delineation of these regions is essential...