Non-Invasive In-Home Sleep Stage Classification Using a Ballistocardiography Bed Sensor.
Ruhan YiMoein EnayatiJames M. KellerMihail PopescuMarjorie SkubicPublished in: BHI (2019)
Keyphrases
- sleep stage
- decision trees
- pattern recognition
- classification accuracy
- sleep apnea
- feature extraction
- classification scheme
- feature vectors
- support vector
- data sets
- classification systems
- classification models
- real time
- image classification
- text classification
- classification method
- support vector machine
- supervised classification
- sensor fusion
- feature selection
- support vector machine svm
- sensor data
- machine learning methods
- pattern classification
- sensor networks
- multi sensor
- hidden markov models