ScaleSurfer: multi-scale anatomical segmentation and parcellation of the human brain
The paper introduces ScaleSurfer, a multi-scale 3D convolutional vision transformer that accelerates human brain anatomical segmentation and morphometric feature extraction by nearly five orders of magnitude (from hours to milliseconds) while maintaining accuracy across diverse datasets and enabling real-time applications like Alzheimer's disease classification.