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Dual-modal and multi-scale deep neural networks for sleep staging using EEG and ECG signals

Ranqi Zhao, Yi Xia, Qiuyang Wang

2021Biomedical Signal Processing and Control37 citationsDOI

Topics & Concepts

ElectroencephalographyComputer scienceNon-rapid eye movement sleepSleep StagesPolysomnographySleep (system call)Convolutional neural networkArtificial intelligenceSlow-wave sleepK-complexModalPattern recognition (psychology)Eye movementPsychologyNeuroscienceChemistryOperating systemPolymer chemistryEEG and Brain-Computer InterfacesObstructive Sleep Apnea ResearchNon-Invasive Vital Sign Monitoring
Dual-modal and multi-scale deep neural networks for sleep staging using EEG and ECG signals | Litcius