2 papers
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…
cs.LG2025
MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation
Yooseok Lim, ByoungJun Jeon, Seong-A Park +6
Sepsis, a life-threatening inflammatory response to infection, causes organ dysfunction, making early detection and optimal management critical. Previous reinforcement learning (RL…