MS-Net: Sleep apnea detection in PPG using multi-scale block and shadow module one-dimensional convolutional neural network.
Keming WeiLang ZouGuanzheng LiuChanghong WangPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- convolutional neural network
- multiscale
- sleep apnea
- moving cast shadows
- face detection
- false positives
- automatic analysis
- automatic detection
- detection algorithm
- multi dimensional
- shadow detection
- detection method
- scale space
- detection rate
- edge detection
- heart rate
- object detection
- wavelet transform
- anomaly detection
- image representation
- false alarms
- physiological parameters
- obstructive sleep apnea
- multiple scales
- event detection
- keypoints