Toward Complete Structured Information Extraction from Radiology Reports Using Machine Learning.
Jackson M. SteinkampCharles ChambersDarco LalevicHanna M. ZafarTessa Sundaram CookPublished in: J. Digit. Imaging (2019)
Keyphrases
- information extraction
- machine learning
- structured data
- free text
- natural language processing
- unstructured text
- text mining
- communication systems
- text processing
- natural language
- named entity recognition
- named entities
- web documents
- precision and recall
- pattern recognition
- textual data
- medical images
- relation extraction
- text documents
- data analysis
- web mining
- knowledge acquisition
- machine translation
- question answering
- information retrieval
- semi structured
- machine learning methods
- explanation based learning
- ontology based information extraction
- support vector machine
- real world
- data mining
- active learning
- artificial intelligence
- conditional random fields
- decision trees
- expert systems
- data sets
- learning algorithm
- computer vision
- digital libraries
- inductive learning
- inductive logic programming
- statistical methods
- knowledge representation
- knowledge discovery
- machine learning algorithms