Multiple instance learning of deep convolutional neural networks for breast histopathology whole slide classification.
Kausik DasSailesh ConjetiAbhijit Guha RoyJyotirmoy ChatterjeeDebdoot SheetPublished in: ISBI (2018)
Keyphrases
- multiple instance learning
- image categorization
- supervised learning
- multiple instance
- convolutional neural networks
- feature extraction
- instance selection
- class labels
- classification accuracy
- object based image retrieval
- support vector
- learning algorithm
- randomized trees
- semi supervised learning
- image annotation
- machine learning
- feature selection
- decision trees
- training set
- multi class
- text classification
- image classification
- semi supervised
- small number
- support vector machine
- model selection
- real valued
- density estimation
- low level
- feature space
- feature set