Demonstrating The Risk of Imbalanced Datasets in Chest X-ray Image-based Diagnostics by Prototypical Relevance Propagation.
Srishti GautamMarina M.-C. HöhneStine HansenRobert JenssenMichael KampffmeyerPublished in: CoRR (2022)
Keyphrases
- x ray
- imbalanced datasets
- x ray images
- cost sensitive learning
- class distribution
- medical imaging
- class imbalance
- decision trees
- sampling methods
- intraoperative
- digital x ray images
- ct scans
- imbalanced data
- training dataset
- ensemble methods
- three dimensional
- chest radiographs
- low dose
- cost sensitive
- transmission electron microscopy
- computer vision
- feature selection algorithms
- active learning