Enhanced character-level deep convolutional neural networks for cardiovascular disease prediction

Enhanced character-level deep convolutional neural networks for cardiovascular disease prediction

Abstract Background Electronic medical records contain a variety of valuable medical information for patients. So, when we are able to recognize and extract risk factors for disease from EMRs of patients with cardiovascular disease (CVD), and are able to use them to predict CVD, we have the ability...

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Bibliographic Details
Main Authors: Zhichang Zhang, Yanlong Qiu, Xiaoli Yang, Minyu Zhang
Format: Article
Language:English
Published: BMC 2020-07-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Chinese electronic medical record
CVD risk factors extraction
CVD prediction
Downsampling
Pre-activation
Dimension-matching free
Online Access:http://link.springer.com/article/10.1186/s12911-020-1118-z

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http://link.springer.com/article/10.1186/s12911-020-1118-z

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