Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning.
Trenton ChangMichael W. SjodingJenna WiensPublished in: CoRR (2022)
Keyphrases
- machine learning
- learning algorithm
- medical domain
- machine learning methods
- inductive bias
- data mining
- decision trees
- feature selection
- machine learning approaches
- clinical practice
- pattern recognition
- inductive learning
- artificial intelligence
- multi label
- machine learning algorithms
- knowledge acquisition
- text mining
- support vector machine
- image labeling
- data sources
- explanation based learning
- medical records
- clinically relevant
- low variance
- inductive logic programming
- learning problems
- learning tasks
- statistical methods
- text classification
- decision support system
- supervised learning
- information extraction
- knowledge discovery
- knowledge representation
- active learning
- data analysis
- reinforcement learning