Generalizing Deep Learning for Medical Image Segmentation to Unseen Domains via Deep Stacked Transformation.
Ling ZhangXiaosong WangDong YangThomas SanfordStephanie A. HarmonBaris TurkbeyBradford J. WoodHolger RothAndriy MyronenkoDaguang XuZiyue XuPublished in: IEEE Trans. Medical Imaging (2020)
Keyphrases
- deep learning
- medical image segmentation
- medical images
- unsupervised feature learning
- unsupervised learning
- machine learning
- curve evolution
- deep architectures
- medical image analysis
- level set method
- statistical shape model
- image segmentation
- mental models
- deep belief networks
- training set
- medical imaging
- weakly supervised
- active contours
- level set
- ground truth
- anatomical structures
- principal component analysis
- image analysis
- face recognition