Learning a cortical parcellation of the brain robust to the MRI segmentation with convolutional neural networks
Sign Up to like & getrecommendations! Published in 2020 at "Medical image analysis"
DOI: 10.1016/j.media.2020.101639
Abstract: The parcellation of the human cortex into meaningful anatomical units is a common step of various neuroimaging studies. There have been multiple successful efforts to process magnetic resonance (MR) brain images automatically and identify specific… read more here.
Keywords: cortical parcellation; convolutional neural; model; mri ... See more keywords
SPHARM-Net: Spherical Harmonics-Based Convolution for Cortical Parcellation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2022.3168670
Abstract: We present a spherical harmonics-based convolutional neural network (CNN) for cortical parcellation, which we call SPHARM-Net. Recent advances in CNNs offer cortical parcellation on a fine-grained triangle mesh of the cortex. Yet, most CNNs designed… read more here.
Keywords: spherical harmonics; harmonics; cortical parcellation; spharm net ... See more keywords