A machine learning framework for auto classification of imaging system exams in hospital setting for utilization optimization.
Meru A. PatilRavindra B. PatilP. KrishnamoorthyJacob JohnPublished in: EMBC (2016)
Keyphrases
- feature vectors
- classification accuracy
- global optimization
- classification method
- feature space
- support vector machine svm
- feature selection
- decision trees
- classification algorithm
- optimization algorithm
- image classification
- pattern recognition
- automatic classification
- classification scheme
- classification systems
- machine learning
- pattern classification
- benchmark datasets
- classification process
- machine learning algorithms
- preprocessing
- feature extraction
- database systems
- text classification
- optimization problems
- health care
- supervised learning
- classification rules
- support vector
- classification models
- training data
- neural network