Deep semi-supervised multiple instance learning with self-correction for DME classification from OCT images.
Xi WangFangyao TangHao ChenCarol Y. CheungPheng-Ann HengPublished in: Medical Image Anal. (2023)
Keyphrases
- multiple instance learning
- semi supervised
- supervised learning
- image categorization
- multiple instance
- semi supervised learning
- unsupervised learning
- class labels
- instance selection
- active learning
- unlabeled data
- labeled data
- classification accuracy
- pattern recognition
- decision trees
- image annotation
- oct images
- machine learning
- multi class
- pairwise
- support vector
- feature selection
- multi modal
- optical coherence tomography
- machine learning algorithms
- learning algorithm
- diverse density
- regression problems
- image understanding
- learning problems
- training samples
- k nearest neighbor
- support vector machine
- knn
- feature vectors
- feature space
- multiscale