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Explainable Transformer Models for Clinical Prediction Tasks on Structured Electronic Health Records

Du, Jun Ni et al.
arXiv (All) · Papers
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machine-learning
Predictive models over structured electronic health records (EHRs) remain central to machine learning for healthcare, but few have jointly emphasized quantitative laboratory information and interpretability with respect to input medical events. We present BERT-LER, a BERT-style model for coded EHR t
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