Disproportionate Subgroup Impacts and Other Challenges of Fairness in Artificial Intelligence for Medical Image Analysis.
Emma A. M. StanleyMatthias WilmsNils D. ForkertPublished in: EPIMI/ML-CDS@MICCAI (2022)
Keyphrases
- medical image analysis
- artificial intelligence
- medical images
- deformable models
- image registration
- image analysis
- medical imaging
- computer vision and pattern recognition
- visual programming environment
- medical image data
- anatomical structures
- imaging modalities
- lessons learned
- surface registration
- medical image segmentation
- intelligent systems
- machine learning
- cerebral cortex
- brain mr images
- model fitting
- computational intelligence
- knowledge representation
- software engineering
- magnetic resonance images
- shape modeling
- registration framework
- computer science
- brain tumors
- real world
- game theory
- digital image analysis
- resource allocation
- image segmentation
- image processing