Few-shot learning for COVID-19 Chest X-Ray Classification with Imbalanced Data: An Inter vs. Intra Domain Study.
Alejandro Galán-CuencaAntonio Javier GallegoMarcelo Saval-CalvoAntonio PertusaPublished in: CoRR (2024)
Keyphrases
- x ray
- x ray images
- imbalanced data
- imbalanced data sets
- digital x ray images
- three dimensional
- medical imaging
- supervised learning
- intraoperative
- active learning
- learning process
- support vector machine
- decision trees
- pattern recognition
- feature selection
- feature vectors
- classification accuracy
- support vector machine svm
- feature space
- pattern classification
- ensemble methods
- classification models
- learning algorithm
- feature extraction
- least squares
- low dose