DRLFormer:A Data Rebalancing Loss Constrained Light Transformer for OSA Detection
IEEE Transactions on Instrumentation and Measurement（2024）
Key words
Feature extraction,Transformers,Computational modeling,Time-frequency analysis,Electrocardiography,Computational efficiency,Sleep apnea,Additive temporal-frequency fusion attention (ATFA),classification penalty item (CPI),data rebalancing loss (DRLoss) function,frequency enhancement module (FEM),learnable temporal attention (LTA),obstructive sleep apnea (OSA),weight memory units (WMUs)
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