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Predicting Clinical Events Based on Raw Text: From Bag-of-Words to Attention-Based Transformers

Identifying which patients are at higher risks of dying or being re-admitted often happens to be resource- and life- saving, thus is a very important and challenging task for healthcare text analytics. While many successful approaches exist to predict such clinical events based on categorical and nu...

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Detalles Bibliográficos
Autores principales: Roussinov, Dmitri, Conkie, Andrew, Patterson, Andrew, Sainsbury, Christopher
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8899014/
https://www.ncbi.nlm.nih.gov/pubmed/35265939
http://dx.doi.org/10.3389/fdgth.2021.810260