Non-contact Sleep Apnea Syndrome Detection Based on What Random Forests Learned.
Iko NakariEiki KitajimaYusuke TajimaKeiki TakadamaPublished in: LifeTech (2020)
Keyphrases
- random forests
- obstructive sleep apnea
- sleep apnea
- random forest
- decision trees
- machine learning algorithms
- logistic regression
- randomized trees
- ensemble methods
- automatic analysis
- decision tree ensembles
- tree ensembles
- regression forests
- head pose estimation
- object detection
- sleep stage
- genetic algorithm
- data sets
- physiological parameters
- pairwise
- training set
- neural network