Cross-scenario automatic sleep stage classification using transfer learning and single-channel EEG
Zhengling He, Minfang Tang, Peng Wang, Lidong Du, Xianxiang Chen, Gang Cheng, Zhen Fang
Topics & Concepts
Computer scienceTransfer of learningArtificial intelligenceClassifier (UML)Sleep StagesRangingChannel (broadcasting)Machine learningCross-validationDeep learningSleep (system call)Cohen's kappaPattern recognition (psychology)ElectroencephalographyPolysomnographyTelecommunicationsPsychologyPsychiatryComputer networkOperating systemEEG and Brain-Computer InterfacesSleep and Work-Related FatigueObstructive Sleep Apnea Research