Automated Detection of Radiology Reports that Require Follow-up Imaging Using Natural Language Processing Feature Engineering and Machine Learning Classification.
Robert LouDarco LalevicCharles ChambersHanna M. ZafarTessa Sundaram CookPublished in: J. Digit. Imaging (2020)
Keyphrases
- feature engineering
- machine learning
- automated detection
- text classification
- natural language processing
- dependency parsing
- machine learning methods
- labeled data
- pattern recognition
- decision trees
- machine learning algorithms
- feature selection
- image processing
- text mining
- supervised learning
- computer vision
- automated analysis
- artificial intelligence
- information extraction
- speech processing
- medical images
- training set
- natural language
- lung cancer
- data sets
- knowledge representation
- statistical analysis
- active learning
- data analysis
- feature extraction