Jeonghwan Hwang

Training Neural Networks with Domain Pattern-Aware Auxiliary Task for Sleep Staging

Recent studies on deep learning for biomedical data analysis have shown that guiding neural networks (NNs) to incorporate appropriate domain knowledge can enhance model performance. Accordingly, we present an auxiliary classification task for sleep staging to enable NNs to exploit clinically signifi…