Benchmarking the Impact of Noise on Deep Learning-Based Classification of Atrial Fibrillation in 12-Lead ECG.
Theresa BenderPhilip GemkeEnnio Idrobo-ÁvilaHenning DatheDagmar KreftingNicolai SpicherPublished in: MIE (2023)
Keyphrases
- deep learning
- heart rate variability
- unsupervised learning
- atrial fibrillation
- ecg signals
- classification accuracy
- machine learning
- heart rate
- feature extraction
- support vector
- decision trees
- image classification
- text classification
- supervised learning
- spectral analysis
- feature vectors
- pattern recognition
- image processing
- mental models
- active learning
- high resolution
- multiscale