ECG Arrhythmia Classification on an Ultra-Low-Power Microcontroller.
Rémi DekimpeDavid BolPublished in: IEEE Trans. Biomed. Circuits Syst. (2022)
Keyphrases
- heart rate variability
- beat classification
- automatic classification
- pattern classification
- machine learning methods
- pattern recognition
- decision trees
- mit bih arrhythmia database
- classification systems
- image classification
- support vector
- support vector machine
- low cost
- machine learning
- text classification
- ecg signals
- classification accuracy
- classification process
- feature vectors
- classification scheme
- training samples
- benchmark datasets
- classification algorithm
- heart rate
- classification rules
- training set
- control system
- classification models
- data acquisition
- classification method
- class labels
- model selection
- supervised learning