Real-time apnea-hypopnea event detection during sleep by convolutional neural networks.
Sangho ChoiHee Nam YoonHyun Seok KimHanbyul KimHyunbin KwonSung Min OhYu-Jin LeeKwang Suk ParkPublished in: Comput. Biol. Medicine (2018)
Keyphrases
- event detection
- sleep apnea
- sleep stage
- real time
- convolutional neural networks
- surveillance videos
- video surveillance
- video analysis
- event recognition
- video event detection
- activity recognition
- apnea hypopnea
- scan statistic
- automatic analysis
- convolutional network
- video event
- video processing
- spatio temporal
- image sequences
- active database management systems
- semi supervised
- physiological parameters
- learning algorithm
- multimedia event detection
- machine learning