Temporal bone radiology report classification using open source machine learning and natural langue processing libraries.
Aaron J. MasinoRobert GrundmeierJeffrey W. PenningtonJohn A. GermillerE. Bryan CrenshawPublished in: BMC Medical Informatics Decis. Mak. (2016)
Keyphrases
- machine learning
- open source
- pattern recognition
- machine learning methods
- supervised machine learning
- text classification
- decision trees
- classification method
- support vector machine
- machine learning algorithms
- supervised learning
- feature vectors
- machine learning approaches
- classification systems
- computer vision
- classification scheme
- model selection
- image classification
- feature selection
- supervised classification
- automatic classification
- data processing
- learning algorithm
- real time
- spatio temporal
- artificial intelligence
- computer science
- active learning
- training set
- three dimensional
- benchmark datasets
- class labels
- support vector
- neural network
- multimedia
- rule learning
- temporal databases
- feature extraction
- temporal data
- open source software
- communication systems
- inductive learning
- pattern classification
- text mining
- digital libraries
- decision rules
- data analysis
- support vector machine svm
- preprocessing
- knowledge acquisition
- classification accuracy