A Permutation Approach to Assess Confounding in Machine Learning Applications for Digital Health.
Elias Chaibub NetoAbhishek PratapThanneer M. PerumalMeghasyam TummalacherlaBrian M. BotLara MangraviteLarsson OmbergPublished in: KDD (2019)
Keyphrases
- machine learning
- health care
- data mining
- pattern recognition
- learning systems
- machine learning algorithms
- explanation based learning
- machine learning methods
- knowledge acquisition
- information extraction
- knowledge discovery
- active learning
- artificial intelligence
- learning algorithm
- machine learning approaches
- text classification
- support vector machine
- computational biology
- digital media
- supervised machine learning
- statistical methods
- learning tasks
- information retrieval
- electronic health records