Deep neural networks generalization and fine-tuning for 12-lead ECG classification.
Aram AvetisyanShahane TigranyanAriana A. AsatryanOlga MashkovaSergey SkorikVladislav AnanevYury MarkinPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- fine tuning
- neural network
- pattern recognition
- classification accuracy
- fine tune
- viable alternative
- classification scheme
- feature extraction
- rule extraction
- automatic classification
- feature selection
- learning vector quantization
- classification algorithm
- text classification
- pattern classification
- preprocessing
- supervised learning
- feature vectors
- image classification
- machine learning
- genetic algorithm
- support vector
- feed forward
- support vector machine
- multi layer perceptron
- feature space
- recurrent neural networks
- neural networks and support vector machines
- decision trees
- neural nets
- machine learning methods
- nearest neighbor
- self organizing maps
- machine learning algorithms
- data sets
- signal processing