Amit Kumar Sharma

Evaluation of boundary-aware UNet++ for low-grade glioma segmentation

Automated brain tumour segmentation remains challenging because of diffuse boundaries, class imbalance, and variation in lesion appearance. We evaluated a boundary-aware low-grade glioma segmentation framework using UNet++ with an ImageNet-pretrained EfficientNet-B4 encoder and a...