Class Imbalance Correction for Improved Universal Lesion Detection and Tagging in CT.
Peter D. EricksonTejas Sudharshan MathaiRonald M. SummersPublished in: MILLanD@MICCAI (2022)
Keyphrases
- class imbalance
- lesion detection
- class distribution
- imbalanced datasets
- active learning
- computer aided diagnosis
- cost sensitive
- cost sensitive learning
- sampling methods
- medical images
- high dimensionality
- concept drift
- medical imaging
- computer aided
- x ray
- image data
- high dimensional
- training data
- feature selection
- data sets
- small number
- image analysis
- image processing
- minority class
- machine learning