Impact of De-Identification on Clinical Text Classification Using Traditional and Deep Learning Classifiers.
Jihad S. ObeidPaul M. HeiderErin R. WeedaAndrew J. MatuskowitzChristine M. CarrKevin GagnonTami L. CrawfordStéphane M. MeystrePublished in: MedInfo (2019)
Keyphrases
- deep learning
- text classification
- unsupervised learning
- feature selection
- machine learning
- text categorization
- unsupervised feature learning
- training set
- bag of words
- mental models
- text mining
- multi label
- training data
- semantic features
- decision trees
- feature set
- support vector
- training samples
- image segmentation
- training examples
- learning algorithm