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eess.SP2025
A Masked Representation Learning to Model Cardiac Functions Using Multiple Physiological Signals
Seong-A Park, Jong-Eui Chae, Sungdong Kim +2
In clinical settings, monitoring hemodynamics is crucial for managing patient prognosis, necessitating the integrated analysis of multiple physiological signals. While recent resea…
eess.SP2022
Attention mechanisms for physiological signal deep learning: which attention should we take?
Seong-A Park, Hyung-Chul Lee, Chul-Woo Jung +1
Attention mechanisms are widely used to dramatically improve deep learning model performance in various fields. However, their general ability to improve the performance of physiol…