Seamless Iterative Semi-supervised Correction of Imperfect Labels in Microscopy Images.
Marawan ElbatelChristina BornbergManasi KattelEnrique AlmarClaudio MarroccoAlessandro BriaPublished in: DART@MICCAI (2022)
Keyphrases
- microscopy images
- semi supervised
- label propagation
- pairwise
- multi channel
- unlabeled samples
- fully supervised
- pairwise constraints
- partially labeled
- labeled examples
- semi supervised learning
- label information
- microscopic images
- labeled data
- laser scanning
- phase contrast
- semi supervised clustering
- multi label
- cell division
- phase contrast images
- unlabeled data
- active learning
- class labels
- supervised learning
- confocal images
- training data
- patient specific
- microarray
- cancer cells
- text classification
- image segmentation
- image processing