Gaussian noise up-sampling is better suited than SMOTE and ADASYN for clinical decision making.
Jacqueline Michelle BeineckeDominik HeiderPublished in: BioData Min. (2021)
Keyphrases
- gaussian noise
- clinical decision making
- imbalanced data
- denoising
- noisy images
- image restoration
- signal to noise ratio
- clinical data
- noise level
- clinical practice
- clinical decision support
- impulse noise
- noise removal
- salt and pepper noise
- lung cancer
- sampling methods
- minority class
- class distribution
- image denoising
- class imbalance
- three dimensional
- random sampling
- video sequences