Evaluating Methods for Identifying Cancer in Free-Text Pathology Reports Using Various Machine Learning and Data Preprocessing Approaches.
Suranga Nath KasthurirathneBrian E. DixonShaun J. GrannisPublished in: MedInfo (2015)
Keyphrases
- free text
- data preprocessing
- machine learning
- machine learning methods
- preprocessing
- structured data
- natural language processing
- information extraction
- preprocessing step
- expert systems
- cancer diagnosis
- databases
- missing values
- data mining techniques
- data analysis
- decision trees
- feature selection
- social networks
- artificial intelligence
- information retrieval
- data mining
- real world