Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning.
Trenton ChangMichael W. SjodingJenna WiensPublished in: MLHC (2022)
Keyphrases
- machine learning
- medical domain
- machine learning algorithms
- multi label
- knowledge acquisition
- artificial intelligence
- text classification
- knowledge discovery
- semi supervised learning
- machine learning methods
- learning tasks
- inductive bias
- pattern recognition
- feature selection
- inductive logic programming
- data mining
- machine learning approaches
- computer science
- patient data
- class labels
- clinical practice
- clinical trials
- medical treatment
- disease diagnosis
- data sets
- text categorization
- model selection
- computational intelligence
- text mining
- data sources
- learning algorithm
- neural network