A Self-Contained STFT CNN for ECG Classification and Arrhythmia Detection at the Edge.
Mohammed M. FaragPublished in: IEEE Access (2022)
Keyphrases
- beat classification
- mit bih arrhythmia database
- ecg signals
- heart rate variability
- pattern recognition
- classification accuracy
- convolutional neural network
- feature vectors
- false positives
- text classification
- classification method
- classification scheme
- decision trees
- pattern classification
- detection algorithm
- classification algorithm
- feature extraction and classification
- detection method
- image classification
- image processing
- machine learning
- feature space
- cellular neural networks
- feature selection
- feature extraction
- neyman pearson
- mammogram images
- support vector
- digital mammograms
- training set
- object detection
- false alarms
- supervised learning
- signal processing
- support vector machine svm