Automatic Sleep Stage Classification Using Deep Learning Algorithm for Multi-Institutional Database.
Yunhee WooDongyoung KimJaemin JeongWon-Sook LeeJeong-Gun LeeDong-Kyu KimPublished in: IEEE Access (2023)
Keyphrases
- sleep stage
- database
- learning algorithm
- machine learning
- sleep apnea
- classification algorithm
- classification accuracy
- feature extraction
- machine learning methods
- support vector
- machine learning algorithms
- database systems
- pattern recognition
- generalization ability
- supervised learning
- databases
- fully automatic
- pattern classification
- features extraction
- semi automatic
- support vector machine svm
- training samples
- feature vectors
- preprocessing
- nearest neighbour algorithm
- database applications
- cross validation
- support vector machine
- classification systems
- classification scheme
- classification models
- feature selection
- database management systems
- metadata
- statistical classification
- face recognition
- training data
- reinforcement learning
- relational databases
- back propagation
- feature set
- data management
- text classification
- labeled data