Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction

Abstract Deep learning (DL)-based predictive models from electronic health records (EHRs) deliver impressive performance in many clinical tasks. Large training cohorts, however, are often required by these models to achieve high accuracy, hindering the adoption of DL-based models in scenarios with l...

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Autores principales: Laila Rasmy, Yang Xiang, Ziqian Xie, Cui Tao, Degui Zhi
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/14d44497dee74dfdb722302b6ea95c47
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