UNesT: Local spatial representation learning with hierarchical transformer for efficient medical segmentation.
Xin YuQi YangYinchi ZhouLeon Y. CaiRiqiang GaoHo Hin LeeThomas Z. LiShunxing BaoZhoubing XuThomas A. LaskoRichard G. AbramsonZizhao ZhangYuankai HuoBennett A. LandmanYucheng TangPublished in: Medical Image Anal. (2023)
Keyphrases
- learning algorithm
- learning process
- learning tasks
- spatial information
- hierarchical representation
- multiresolution
- medical images
- level set
- spatial structure
- spatial relations
- learning systems
- neural network
- multiscale
- supervised learning
- automatically learned
- medical data
- hierarchical reinforcement learning
- segmentation algorithm
- knowledge acquisition
- online learning
- edge detection
- image segmentation
- image processing