Collaborative Learning for Annotation‐Efficient Volumetric MR Image Segmentation

YBM Osman, C Li, W Huang… - Journal of Magnetic …, 2023 - Wiley Online Library
Background Deep learning has presented great potential in accurate MR image
segmentation when enough labeled data are provided for network optimization. However …

Brain tumor segmentation and survival time prediction using graph momentum fully convolutional network with modified Elman spike neural network

M Ramkumar, RS Kumar… - … Journal of Imaging …, 2024 - Wiley Online Library
Brain tumor segmentation (BTS) from magnetic resonance imaging (MRI) scans is crucial for
the diagnosis, treatment planning, and monitoring of therapeutic results. Thus, this research …