Ultra-High Frequency ECG Deep-Learning Beat Detector Delivering QRS Onsets and Offsets.
Zuzana KoscovaRadovan SmísekPetr NejedlyJosef HalámekPavel JurákPavel LeinveberKarol CurilaFilip PlesingerPublished in: CinC (2022)
Keyphrases
- deep learning
- high frequency
- ecg signals
- beat classification
- low frequency
- heart rate variability
- unsupervised learning
- high resolution
- visual quality
- subband
- wavelet transform
- unsupervised feature learning
- machine learning
- mental models
- weakly supervised
- discrete wavelet transform
- wavelet coefficients
- high frequency components
- computational complexity
- image processing