Efficient Classification of Clinical Reports Utilizing Natural Language Processing.
Efsun SariogluKabir YadavHyeong-Ah ChoiPublished in: AAAI Fall Symposium: Information Retrieval and Knowledge Discovery in Biomedical Text (2012)
Keyphrases
- natural language processing
- machine learning
- automatic classification
- support vector machine svm
- image classification
- classification systems
- pattern recognition
- classification accuracy
- pattern classification
- lung disease
- classification process
- classification scheme
- classification models
- model selection
- text mining
- text classification
- feature extraction
- information extraction
- feature selection
- disease diagnosis
- support vector
- supervised learning
- semantic relations
- feature vectors
- free text
- feature space
- clinical data
- preprocessing
- classification rules
- class labels
- patient data
- computational linguistics
- machine learning algorithms