Application of federated learning techniques for arrhythmia classification using 12-lead ECG signals.
Daniel Mauricio Jimenez GutierrezHafiz Muuhammad HassanLorella LandiAndrea VitalettiIoannis ChatzigiannakisPublished in: CoRR (2022)
Keyphrases
- ecg signals
- supervised learning
- unsupervised learning
- learning algorithm
- incremental learning
- pattern recognition
- active learning
- learning process
- machine learning
- learning phase
- feature extraction
- classification accuracy
- reinforcement learning
- online learning
- classification algorithm
- learning tasks
- decision trees
- neural network
- discriminative learning
- feature vectors
- digital libraries
- image classification
- feature selection