Classification of Normal/Abnormal Heart Sound Recordings: the PhysioNet/Computing in Cardiology Challenge 2016.
Gari D. CliffordChengyu LiuDavid B. SpringerBenjamin MoodyQiao LiRicardo C. AbadJosé MilletIkaro SilvaAlistair E. W. JohnsonRoger G. MarkPublished in: CinC (2016)
Keyphrases
- classification accuracy
- classification systems
- classification scheme
- pattern recognition
- text classification
- classification algorithm
- feature extraction
- model selection
- benchmark datasets
- machine learning
- training set
- feature vectors
- image classification
- cross validation
- class labels
- neural network
- pattern classification
- abnormal events
- support vector machine svm
- anomaly detection
- preprocessing
- association rules
- feature space
- classification method
- classification models
- automatic classification
- decision trees
- feature selection
- electric power
- abnormal behavior
- data sets
- heart rate variability