Respiratory Sound Based Classification of Chronic Obstructive Pulmonary Disease: a Risk Stratification Approach in Machine Learning Paradigm.
Nishi Shahnaj HaiderBikesh Kumar SinghR. PeriyasamyAjoy K. BeheraPublished in: J. Medical Syst. (2019)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- supervised machine learning
- decision trees
- machine learning algorithms
- text classification
- classification accuracy
- feature selection
- supervised learning
- support vector machine
- pattern classification
- support vector machine svm
- supervised classification
- feature vectors
- classification scheme
- machine learning approaches
- support vector
- class labels
- automatic classification
- model selection
- data analysis
- sleep stage
- image classification
- benchmark datasets
- learning tasks
- classification models
- image processing
- information extraction
- chronic obstructive pulmonary disease
- risk factors
- decision rules
- labeled data
- knowledge acquisition
- active learning
- image analysis
- training set
- feature extraction
- decision making
- computer vision
- learning algorithm