Rama Rani

RLU-Net-GD: a deep supervised residual U-Net for enhanced brain tumor segmentation

RLU-Net-GD utilizes residual connections in the encoder to enhance feature propagation and mitigate gradient vanishing, while deep supervision in the guided decoder, employing a weighted guided loss, ensures the extraction of salient features, resulting in superior segmentation performance compared to state-of-the-art...