Fu-Ren Xiao

Automated brain tumor segmentation using roto-translation equivariant network

Reliable delineation of tumor boundaries in magnetic resonance imaging (MRI) is a prerequisite for surgical planning and treatment monitoring, yet conventional convolutional networks remain sensitive to the orientation and positional variability inherent to clinical acquisitions. We propose a segmentation network built...