Active Learning Enhances Classification of Histopathology Whole Slide Images with Attention-based Multiple Instance Learning.
Ario SadafiNassir NavabCarsten MarrPublished in: CoRR (2023)
Keyphrases
- multiple instance learning
- image categorization
- object based image retrieval
- image classification
- supervised learning
- active learning
- image annotation
- multiple instance
- image data
- image database
- image retrieval
- semi supervised
- image features
- instance selection
- machine learning
- class labels
- classification accuracy
- multi class
- feature selection
- small number
- support vector
- training set
- text classification
- unsupervised learning
- object recognition
- feature space
- feature extraction
- image recognition
- image collections
- image analysis
- learning process
- image regions
- image content
- real valued
- support vector machine
- training examples
- image search
- semi supervised learning
- feature vectors
- image processing
- data sets