Residual one-dimensional convolutional neural network for neuromuscular disorder classification from needle electromyography signals with explainability.
Jaesung YooIlhan YooIna YounSung-Min KimRi YuKwangsoo KimKeewon KimSeung-Bo LeePublished in: Comput. Methods Programs Biomed. (2022)
Keyphrases
- convolutional neural network
- face detection
- decision trees
- pattern recognition
- pattern classification
- text classification
- feature vectors
- support vector
- machine learning
- feature extraction
- classification accuracy
- classification method
- signal processing
- automatic classification
- classification rate
- acoustic signals
- power quality disturbance
- training set
- computer vision
- neural network
- class labels
- benchmark datasets
- machine learning methods
- data sets
- active learning
- classification process
- preprocessing