Robust Method for Screening Sleep Apnea With Single-Lead ECG Using Deep Residual Network: Evaluation With Open Database and Patch-Type Wearable Device Data.
Minsoo YeoHoonsuk ByunJiyeon LeeJungick ByunHak-Young RheeWonchul ShinHeenam YoonPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- database
- synthetic data
- data sets
- input data
- training data
- test data
- similarity measure
- network structure
- statistical methods
- missing data
- network model
- evaluation method
- wireless sensor networks
- signal processing
- measurement data
- multiple types
- support vector machine
- data points
- data sources
- prior knowledge
- data structure
- database systems
- databases
- peer to peer
- sensor data
- augmented reality
- video sequences
- bp neural network
- feature extraction
- remote server
- physiological parameters