Effective Data Augmentation, Filters, and Automation Techniques for Automatic 12-Lead ECG Classification Using Deep Residual Neural Networks.
Junmo AnRichard E. GreggSoheil BorhaniPublished in: EMBC (2022)
Keyphrases
- neural network
- knowledge discovery
- data analysis
- training data
- pattern recognition
- data sets
- raw data
- data processing
- high quality
- data reduction
- training samples
- data collection
- image data
- data sources
- machine learning
- artificial neural networks
- preprocessing
- high dimensional data
- original data
- database
- classification accuracy
- probability distribution
- fuzzy logic
- dimensionality reduction
- data structure
- decision trees
- support vector machine svm
- missing data
- data quality