ECG Heartbeat Classification Based on an Improved ResNet-18 Model.
Enbiao JingHaiyang ZhangZhigang LiYazhi LiuZhanlin JiIvan GanchevPublished in: Comput. Math. Methods Medicine (2021)
Keyphrases
- mathematical model
- computational model
- experimental data
- pattern recognition
- probabilistic model
- high level
- classification algorithm
- statistical model
- text classification
- prior knowledge
- multiscale
- ecg signals
- support vector machine
- learning phase
- autoregressive
- classification models
- prediction model
- formal model
- conceptual model
- decision trees
- objective function
- decision rules
- preprocessing
- theoretical framework
- feature vectors
- benchmark datasets
- management system