Classification of Abnormal Cardiac Rhythm from Brief Single-Lead ECG Recordings using Embeddings from Transformer Encoder Models.
B. S. Utkars JainPrahlad G. MenonPublished in: BIBM (2023)
Keyphrases
- classification models
- heart rate variability
- classification accuracy
- machine learning methods
- model selection
- machine learning
- feature extraction
- pattern recognition
- classification algorithm
- mit bih arrhythmia database
- probabilistic model
- feature selection
- support vector machine
- feature vectors
- support vector
- decision trees
- ecg signals
- fuzzy logic
- supervised learning
- feature set
- text classification
- support vector machine svm
- feature space
- left ventricular
- action potentials
- neural network