Evaluating Self-Supervised Learning Methods for Downstream Classification of Neoplasia in Barrett's Esophagus.
S. CornelissenJ. A. van der PuttenT. G. W. BoersJelmer B. JukemaKiki N. FockensJacques J. G. H. M. BergmanFons van der SommenPeter H. N. de WithPublished in: ICIP (2021)
Keyphrases
- classification method
- supervised learning
- discriminative learning
- benchmark datasets
- machine learning methods
- incremental learning
- machine learning algorithms
- empirical studies
- learning process
- unsupervised learning
- online learning
- benchmark data sets
- significant improvement
- cross validation
- learning models
- preprocessing
- pattern recognition
- classification systems
- reinforcement learning
- learning problems
- multi category
- automatic segmentation
- roc curve
- neural network
- learning tasks
- classification rules
- class labels
- supply chain
- active learning
- prior knowledge
- learning environment
- face recognition
- decision trees