Instantaneous heart rate as a robust feature for sleep apnea severity detection using deep learning.
Rahul Krishnan PathinarupothiVinaykumar R.Ekanath RanganE. GopalakrishnanK. P. SomanPublished in: BHI (2017)
Keyphrases
- deep learning
- heart rate
- sleep apnea
- blood pressure
- unsupervised learning
- unsupervised feature learning
- heart rate variability
- machine learning
- automatic analysis
- partial occlusion
- physical activity
- vital signs
- feature vectors
- object detection
- mental models
- sleep stage
- decision support system
- facial expressions
- reinforcement learning
- computer vision
- learning algorithm