Jimmy Joseph

Quality-Governed Deep Learning Network for Brain Tumor MRI Segmentation

The segmentation of brain tumors from magnetic resonance imaging (MRI) is an essential step for computeraided neuro-oncology, treatment planning and follow-up. While U-Net and Attention U-Net achieve effective encoder-decoder representations, the skip connections in these networks can produce low-contrast or noisy resp...