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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8285182/
https://www.ncbi.nlm.nih.gov/pubmed/34306597
http://dx.doi.org/10.1155/2021/6663884

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8285182/
https://www.ncbi.nlm.nih.gov/pubmed/34306597
http://dx.doi.org/10.1155/2021/6663884

Ejemplares similares