Investigating anatomical bias in clinical machine learning algorithms.
Jannik S. PedersenMartin S. LaursenPernille J. VinholtAnne AlnorThiusius R. SavarimuthuPublished in: EACL (Findings) (2023)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- machine learning methods
- predictive accuracy
- decision trees
- medical images
- three dimensional
- learning tasks
- learning problems
- random forests
- input features
- machine learning approaches
- machine learning models
- patient data
- clinical trials
- machine learning systems
- learning process
- training set
- transfer learning
- real world
- post processing