Deep Learning, Artificial Intelligence, Medical Imaging, Medical Image Analysis, Image Segmentation.
images and their ground truth labels from the Brain Tumor Segmentation (BRATs) dataset. The datasets used to evaluate the performance of SD-UNet are the ISBI challenge dataset for the segmentation of neuronal structures in electron microscopic (EM) stacks and the MSD challenge brain tumor