Bimodal classification algorithm for atrial fibrillation detection from m-health ECG recordings.
Grant H. KrugerRakesh LatchamsettyNicholas B. LanghalsMiki YokokawaAman ChughFred MoradyHakan OralOmer BerenfeldPublished in: Comput. Biol. Medicine (2019)
Keyphrases
- classification algorithm
- heart rate variability
- atrial fibrillation
- mit bih arrhythmia database
- ecg signals
- input features
- knn
- heart rate
- k nearest neighbor
- spectral analysis
- support vector machine
- training set
- classification method
- naive bayes
- learning algorithm
- neural network
- feature reduction
- extracted features
- data sets
- beat classification
- training data
- nearest neighbor
- active learning