Deep Learning Techniques in the Classification of ECG Signals Using R-Peak Detection Based on the PTB-XL Dataset.
Sandra SmigielKrzysztof PalczynskiDamian LedzinskiPublished in: Sensors (2021)
Keyphrases
- deep learning
- restricted boltzmann machine
- unsupervised learning
- machine learning
- ecg signals
- peak detection
- pattern recognition
- classification accuracy
- feature set
- feature extraction
- feature vectors
- unsupervised feature learning
- feature space
- computer vision
- text classification
- feature selection
- hough transform
- dimensionality reduction
- knn
- viewpoint
- image processing