Information Extraction for Clinical Data Mining: A Mammography Case Study.
Houssam NassifRyan W. WoodsElizabeth S. BurnsideMehmet AyvaciJude W. ShavlikDavid PagePublished in: ICDM Workshops (2009)
Keyphrases
- information extraction
- case study
- breast cancer
- computer aided
- text mining
- breast cancer diagnosis
- free text
- information retrieval
- natural language processing
- precision and recall
- semi structured
- machine translation
- question answering
- named entity recognition
- web documents
- named entities
- computer aided diagnosis
- relation extraction
- lessons learned
- early detection
- real world
- conditional random fields
- textual data
- digital mammograms
- development process
- structured data
- software development
- natural language
- machine learning
- text processing
- open domain
- ontology based information extraction
- web mining
- relational learning
- natural language text
- text summarization
- unstructured text
- cad systems
- business process
- design process
- semantic tagging
- data mining