Automatic Semi-supervised Left Atrial Segmentation Using Deep-Supervision 3DResUnet with Pseudo Labeling Approach for LAScarQS 2022 Challenge.
Moona MazherAbdul QayyumMohamed Abdel-NasserDomenec PuigPublished in: LAScarQS@MICCAI (2022)
Keyphrases
- semi supervised
- active learning
- image segmentation
- fully automatic
- image labeling
- segmentation algorithm
- statistical classification
- image parsing
- level set
- segmentation method
- unsupervised learning
- label propagation
- scene labeling
- labeling process
- interactive image segmentation
- image analysis
- semi supervised learning
- region growing
- shape prior
- semantic segmentation
- caudate nucleus
- supervised learning
- multi view
- multiscale
- lesion segmentation
- semi supervised classification
- probabilistic relaxation
- labeled data
- image processing
- text classification
- image sequences
- edge detection
- image segmentations
- medical images
- partially labeled
- labeling problems
- region merging
- semi supervised clustering
- energy function
- co training
- semi automatic
- medical imaging