AI Fairness in Hip Bony Anatomy Segmentation: Analyzing and Mitigating Gender and Racial Bias in Plain Radiography Analysis.
Nickolas LittlefieldJohannes F. PlateKurt R. WeissInes LohseAvani ChhabraIsmaeel A. SiddiquiZoe MenezesGeorge M. MastorakosSoheyla AmirianHamidreza MoradiAhmad P. TaftiPublished in: ICHI (2023)
Keyphrases
- quantitative evaluation
- statistical analysis
- x ray
- medical images
- intelligent systems
- imaging modalities
- anatomical structures
- segmentation algorithm
- machine learning
- expert systems
- three dimensional
- artificial intelligence
- image analysis
- image segmentation
- fully automatic
- risk management
- image processing
- computer vision