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: Pattern Anal. Appl. (2024)
Keyphrases
- x ray
- imbalanced data
- imbalanced data sets
- x ray images
- medical imaging
- learning algorithm
- supervised learning
- digital x ray images
- machine learning
- active learning
- learning process
- image classification
- similarity measure
- classification models
- class imbalance
- decision trees
- low dose
- video sequences
- classification algorithm
- class distribution
- three dimensional
- classification accuracy
- chest radiographs