Shitao Zheng

Semi-Supervised Domain Adaptation for Eeg-Based Sleep Stage Classification

Electroencephalogram (EEG) based sleep stage classification is very important in sleep quality analysis and the treatment of sleep disorders. Deep learning based automated sleep staging has achieved promising performance. However, it has not been widely adopted in clinical practice, due to the domai…