UNETR++ with Voxel-Focused Attention: Efficient 3D Medical Image Segmentation with Linear-Complexity Transformers
Sign Up to like & getrecommendations! Published in 2025 at "Applied Sciences"
DOI: 10.3390/app152011034
Abstract: There have been significant breakthroughs in developing models for segmenting 3D medical images, with many promising results attributed to the incorporation of Vision Transformers (ViT). However, the fundamental mechanism of transformers, known as self-attention, has… read more here.
Keywords: voxel focused; efficient; attention; linear complexity ... See more keywords