Beatwise ECG Classification for the Detection of Atrial Fibrillation with Deep Learning.
Jiayuan YangBruce H. SmaillPatrick A. GladdingJichao ZhaoPublished in: EMBC (2023)
Keyphrases
- deep learning
- heart rate variability
- unsupervised learning
- atrial fibrillation
- ecg signals
- machine learning
- feature extraction
- feature vectors
- feature space
- support vector machine
- image classification
- object detection
- classification accuracy
- pattern recognition
- spectral analysis
- decision trees
- support vector
- feature selection
- hidden markov models
- supervised learning
- training set
- text classification
- conditional random fields
- weakly supervised
- learning algorithm