Tailoring pretext tasks to improve self-supervised learning in histopathologic subtype classification of lung adenocarcinomas.
Ruiwen DingAnil YadavErika RodriguezAna Cristina Araujo Lemos Da SilvaWilliam HsuPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- supervised learning
- learning algorithm
- learning process
- pattern recognition
- decision rules
- discriminative learning
- incremental learning
- unsupervised learning
- learning phase
- feature selection
- learning tasks
- classification method
- automatic classification
- knowledge acquisition
- online learning
- classification accuracy
- mobile robot
- bayesian methods
- statistical learning
- multi task
- pattern classification
- multiple tasks
- structured output
- lung disease
- learning problems
- class labels
- learning systems
- machine learning algorithms
- support vector machine svm
- model selection
- text classification
- image classification
- prior knowledge
- feature vectors
- reinforcement learning
- feature extraction