Investigation of demographic implicit discrimination and disparate impact in chest radiography image-based AI for COVID-19 severity prediction.
Heather M. WhitneyHui LiKaren DrukkerMichael ReeveMaryellen L. GigerPublished in: Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Keyphrases
- x ray
- prediction accuracy
- artificial intelligence
- prediction model
- case based reasoning
- expert systems
- knowledge representation
- x ray images
- prediction error
- ai technologies
- neural network
- automatic segmentation
- feature selection
- computer vision
- medical imaging
- intelligent systems
- imaging modalities
- prediction algorithm
- machine learning