Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology.
Nirhoshan SivaroopanChamuditha JayangaChalani EkanayakeHasindri WatawanaJathurshan PradeepkumarMithunjha AnandakumarRanga RodrigoChamira U. S. EdussooriyaDushan N. WadduwagePublished in: CoRR (2023)
Keyphrases
- machine learning
- deep learning
- reinforcement learning
- explanation based learning
- uncertain data
- pattern recognition
- machine learning algorithms
- data mining
- handling uncertainty
- inherent uncertainty
- learning systems
- knowledge discovery
- artificial intelligence
- computational intelligence
- fractal image compression
- computer science
- decision trees
- machine learning methods
- computer vision
- encoding scheme
- computational biology
- feature selection
- variable length
- neural network
- tissue samples
- robust optimization
- machine learning and data mining
- machine learning approaches
- active learning
- inductive learning
- decision making
- knowledge acquisition
- semi supervised
- information extraction
- support vector machine