Classification of Voluntary Cough Airflow Patterns for Prediction of Abnormal Spirometry.
Jeffrey S. ReynoldsW. Travis GoldsmithJeremy B. DayAyman A. AbazaAhmed M. MahmoudAli A. AfshariJacob B. BarkleyE. Lee PetsonkMichael L. KashonDavid G. FrazerPublished in: IEEE J. Biomed. Health Informatics (2016)
Keyphrases
- lung disease
- classification scheme
- prediction accuracy
- neural networks and support vector machines
- pattern recognition
- feature extraction
- feature vectors
- classification accuracy
- classification systems
- pattern analysis
- pattern mining
- automatic classification
- classification method
- decision rules
- svm classifier
- prediction algorithm
- image classification
- pattern representation
- discovering patterns
- feature space
- classification process
- decision trees
- prediction model
- pattern classification
- machine learning methods
- benchmark datasets
- machine learning algorithms
- support vector machine svm
- anomaly detection
- target variable
- data mining techniques
- support vector machine
- support vector
- learning algorithm
- nearest neighbour algorithm
- jumping emerging patterns