Natural language processing of radiology reports for the detection of thromboembolic diseases and clinically relevant incidental findings.
Anne-Dominique PhamAurélie NévéolThomas LavergneDaisuke YasunagaOlivier ClémentGuy MeyerRémy MorelloAnita BurgunPublished in: BMC Bioinform. (2014)
Keyphrases
- clinically relevant
- natural language processing
- detection method
- information extraction
- natural language
- free text
- automatic detection
- detection algorithm
- object detection
- knowledge representation
- medical images
- false positives
- false alarms
- semantic analysis
- text summarization
- detection rate
- machine learning
- case study
- wordnet
- information systems
- detection accuracy
- text processing
- question answering
- text classification
- text mining
- image sequences
- communication systems
- computer vision
- computational linguistics
- neural network
- statistical and machine learning methods