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We propose a neural model built on unstructured clinical text for enabling automatic ICD coding for given patient discharge summaries. Furthermore, we leverage structured clinical data to enhance the proposed model along with model ensembling to boost performance.
naveensh10/Ensemble-Neural-Models-for-ICD-Code-Prediction-using-Unstructured-and-Structured-Healthcare-Data
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We propose a neural model built on unstructured clinical text for enabling automatic ICD coding for given patient discharge summaries. Furthermore, we leverage structured clinical data to enhance the proposed model along with model ensembling to boost performance.
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