Automated Identification of Unsuspected Lung Nodule Findings in Radiology Reports with Natural Language Processing and Text Classification.
Ryan WiseJonathan DuckartJianji YangPublished in: AMIA (2014)
Keyphrases
- text classification
- lung nodules
- natural language processing
- text mining
- machine learning
- feature engineering
- computerized tomography
- free text
- ct images
- medical images
- sentiment analysis
- bag of words
- text categorization
- x ray images
- information extraction
- n gram
- feature selection
- naive bayes
- text classifiers
- labeled data
- data cleaning
- computer aided diagnosis
- knowledge representation
- wordnet
- multi label
- causal relationships
- natural language
- communication systems
- computer aided
- active learning
- pairwise
- semantic features
- image processing