Probing automated treatment of urinary tract infections for bias: a case-study where machine learning perpetuates structural differences and racial disparities.
Garrett YoonVincent J. MajorPublished in: BCB (2021)
Keyphrases
- machine learning
- statistically significant
- united states
- machine learning methods
- case study
- active learning
- structural information
- knowledge acquisition
- explanation based learning
- inductive bias
- reinforcement learning
- machine learning algorithms
- inductive learning
- learning algorithm
- text classification
- semi automated
- bias variance analysis
- pattern recognition
- knowledge representation
- artificial intelligence
- computer vision
- decision trees
- fully automated
- supervised learning
- support vector machine
- learning problems
- data mining
- test bed
- neural network
- statistical methods
- natural language processing
- learning systems
- text mining
- statistical analysis
- computational intelligence