A multimodal offline RL framework that fuses LLM-encoded clinical notes with structured vitals and labs modestly improves sepsis policy scores on some datasets, with evaluation caveats.
Ta-rnn: An attention-based time-aware recurrent neural network architecture for electronic health records
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MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation
A multimodal offline RL framework that fuses LLM-encoded clinical notes with structured vitals and labs modestly improves sepsis policy scores on some datasets, with evaluation caveats.