Training without training data: Improving the generalizability of automated medical abbreviation disambiguation.
Marta SkretaAryan ArbabiJixuan WangMichael BrudnoPublished in: CoRR (2019)
Keyphrases
- training data
- training process
- training set
- training examples
- supervised learning
- test set
- medical students
- training samples
- training and testing data
- training dataset
- labelled data
- labeled data for training
- training and test data
- training phase
- training patterns
- prior knowledge
- decision trees
- learning algorithm
- training algorithm
- data sets
- medical domain
- medical diagnosis
- classification accuracy
- co occurrence
- labeled training data
- neural network
- annotation effort
- sufficient training data
- active learning
- medical imaging
- semi automated
- medical data
- medical experts
- medical knowledge
- small number
- support vector machine
- medical records
- feature space
- labeled data
- test data