Active Learning Enhances Classification of Histopathology Whole Slide Images with Attention-Based Multiple Instance Learning.
Ario SadafiNassir NavabCarsten MarrPublished in: ISBI (2023)
Keyphrases
- multiple instance learning
- image categorization
- active learning
- object based image retrieval
- image classification
- supervised learning
- image annotation
- multiple instance
- image data
- image database
- image features
- semi supervised
- image recognition
- classification accuracy
- support vector
- multi class
- image analysis
- image collections
- feature vectors
- image retrieval
- multi modal
- training set
- visual features
- object recognition
- instance selection
- semi supervised learning
- image representation
- feature extraction
- feature space
- learning algorithm
- similarity measure
- class labels
- model selection
- text classification
- machine learning