Deep adaptation network for subject-specific sleep stage classification based on a single-lead ECG
Minfang Tang, Zhiwei Zhang, Zhengling He, Weisong Li, Xiuying Mou, Lidong Du, Peng Wang, Zhan Zhao, Xianxiang Chen, Xiaoran Li, Hongbo Chang, Zhen Fang
Topics & Concepts
Computer scienceArtificial intelligenceGeneralizationDomain (mathematical analysis)Sleep (system call)Machine learningSleep StagesAdaptation (eye)Cohen's kappaPattern recognition (psychology)ElectroencephalographyMathematicsPolysomnographyMedicinePsychologyMathematical analysisNeurosciencePsychiatryOperating systemEEG and Brain-Computer InterfacesECG Monitoring and AnalysisNon-Invasive Vital Sign Monitoring