Automatic Prediction of Recurrence of Major Cardiovascular Events: A Text Mining Study Using Chest X-Ray Reports

METHODS: We used EHR data of patients included in the Second Manifestations of ARTerial disease (SMART) study. We propose a deep learning-based multimodal architecture for our text mining pipeline that integrates neural text representation with preprocessed clinical predictors for the prediction of...

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Detalhes bibliográficos
Publicado no:J Healthc Eng
Main Authors: Bagheri, Ayoub, Groenhof, T. Katrien J., Asselbergs, Folkert W., Haitjema, Saskia, Bots, Michiel L., Veldhuis, Wouter B., de Jong, Pim A., Oberski, Daniel L.
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2021
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8285182/
https://ncbi.nlm.nih.gov/pubmed/34306597
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2021/6663884
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