Auditing Fairness and Explainability in Chest X-Ray Image Classifiers.
Gemma Bel BordesAlan PerottiPublished in: ICAART (3) (2024)
Keyphrases
- x ray images
- x ray
- medical images
- lung nodules
- single view
- clinical data sets
- linear classifiers
- resource allocation
- test set
- training data
- support vector
- chest radiographs
- naive bayes
- decision trees
- tomographic images
- game theory
- training set
- svm classifier
- image data
- training samples
- multiple classifiers
- supervised classification
- feature set
- feature selection
- machine learning algorithms
- classification algorithm
- classification rate
- access control
- statistical databases
- image registration
- ensemble classifier
- ensemble learning
- medical imaging
- support vector machine svm
- three dimensional