Investigation of automated sleep staging from cardiorespiratory signals regarding clinical applicability and robustness.
Miriam GoldammerSebastian ZaunsederMoritz D. BrandtHagen MalbergFelix GräßerPublished in: Biomed. Signal Process. Control. (2022)
Keyphrases
- sleep stage
- obstructive sleep apnea
- eeg signals
- signal processing
- semi automated
- sleep apnea
- medical diagnostic
- fully automated
- real world
- medical domain
- medical experts
- data sets
- decision trees
- automated analysis
- semi automatic
- clinical data
- computational efficiency
- multiresolution
- digital libraries
- medical data
- independent component analysis
- high robustness
- input signals
- clinical information
- clinically relevant
- multiscale
- medical diagnosis
- information systems