Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation.
Ümit Mert ÇaglarAlperen InciOguz HanogluGörkem PolatAlptekin TemizelPublished in: CoRR (2023)
Keyphrases
- data sets
- pattern recognition
- active learning
- training data
- raw data
- data analysis
- supervised learning
- spatial data
- feature set
- original data
- data points
- data distribution
- data structure
- image classification
- bayesian networks
- data collection
- missing data
- training samples
- high dimensional data
- discriminative learning
- prior knowledge
- clustering algorithm
- labeled data
- input data
- database
- classification accuracy
- data sources
- feature space