ECG-based cardiac arrhythmias detection through ensemble learning and fusion of deep spatial-temporal and long-range dependency features.
Sadia DinMarwa K. QaraqeOmar MouradKhalid A. QaraqeErchin SerpedinPublished in: Artif. Intell. Medicine (2024)
Keyphrases
- long range
- spatial temporal
- ensemble learning
- ecg signals
- temporal information
- image features
- generalization ability
- spatial and temporal
- video shots
- feature set
- conditional random fields
- cardiac arrhythmias
- machine learning
- ensemble methods
- spatial information
- feature vectors
- benchmark datasets
- random forest
- low level
- feature selection
- machine learning methods
- markov random field
- spatio temporal
- feature space
- learning algorithm