Multimodal Ensemble Approach to Incorporate Various Types of Clinical Notes for Predicting Readmission

BHI, pp. 1-4, 2019.

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Abstract:

Electronic Health Records (EHRs) have been heavily used to predict various downstream clinical tasks such as readmission or mortality. One of the modalities in EHRs, clinical notes, has not been fully explored for these tasks due to its unstructured and inexplicable nature. Although recent advances in deep learning (DL) enables models t...More

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