Utilizing assigned treatments as labels for supervised machine learning in clinical decision support.
Ruty RinottBoaz CarmeliCarmel KentYonatan MamanYoav RubinNoam SlonimPublished in: IHI (2012)
Keyphrases
- supervised machine learning
- clinical decision support
- content based retrieval
- decision support
- manually annotated
- supervised learning
- clinical decision support systems
- active learning
- clinical trials
- training data
- machine learning
- data mining
- information retrieval
- pairwise
- ground truth
- image classification
- training set
- digital libraries