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Noise Pollution in Hospital Readmission Prediction: Long Document Classification with Reinforcement Learning
This paper presents a reinforcement learning approach to extract noise in long clinical documents for the task of readmission prediction after kidney transplant.
Multimodal Ensemble Approach to Incorporate Various Types of Clinical Notes for Predicting Readmission
One of the modalities in EHRs, clinical notes, has not been fully explored for these tasks due to its unstructured and inexplicable nature.
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