Semi-Supervised Active Learning for Modeling Medical Concepts from Free Text.
Rómer RosalesPraveen KrishnamurthyR. Bharat RaoPublished in: ICMLA (2007)
Keyphrases
- free text
- semi supervised
- active learning
- medical records
- information extraction
- patient records
- natural language processing
- structured data
- clinical guidelines
- semi supervised learning
- labeled data
- computer assisted assessment
- unlabeled data
- semi structured
- labeled examples
- pairwise
- supervised learning
- semi structured documents
- learning algorithm
- machine learning
- plain text
- medical knowledge
- medical data
- medical information
- medical diagnosis
- pool based active learning
- learning process
- training set
- controlled vocabulary
- temporal aspects
- information retrieval
- selective sampling
- data mining