AF Detection and ECG Classification based on Convolutional Recurrent Neural Network.
Mohamed LimamFrédéric PreciosoPublished in: CinC (2017)
Keyphrases
- recurrent neural networks
- pattern recognition
- classification accuracy
- neural network
- mit bih arrhythmia database
- decision trees
- echo state networks
- classification algorithm
- object detection
- machine learning
- beat classification
- recurrent networks
- feed forward
- classification method
- support vector machine svm
- support vector machine
- feature space
- training set
- feature vectors
- decision making
- neyman pearson
- complex valued
- ecg signals
- hidden layer
- support vector
- false positives
- signal processing
- multi class
- supervised learning
- artificial neural networks
- training phase
- detection method
- training data
- feature extraction
- detection algorithm
- feature selection