A novel method based on convolutional neural networks for deriving standard 12-lead ECG from serial 3-lead ECG.
Ludi WangWei ZhouYing XingNa LiuMahmood MovahedipourXiaoguang ZhouPublished in: Frontiers Inf. Technol. Electron. Eng. (2019)
Keyphrases
- synthetic data
- high accuracy
- preprocessing
- pairwise
- clustering method
- dynamic programming
- high precision
- detection method
- significant improvement
- cost function
- support vector machine
- monitoring system
- optimization algorithm
- signal processing
- feature set
- object detection
- neural network
- multiresolution
- artificial neural networks
- bayesian networks
- decision trees
- feature selection