Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats.
Shu Lih OhEddie-Yin-Kwee NgRu San TanU. Rajendra AcharyaPublished in: Comput. Biol. Medicine (2018)
Keyphrases
- variable length
- heart disease
- fixed length
- atrial fibrillation
- medical diagnosis
- n gram
- bitstream
- beat classification
- statistical dependencies
- cellular neural networks
- convolutional codes
- cardiovascular disease
- recurrent neural networks
- neural network
- ecg signals
- heart rate variability
- medical records
- model based segmentation
- run length encoding
- text compression
- multiscale
- image processing