Using an artificial neural network to map cancer common data elements to the biomedical research integrated domain group model in a semi-automated manner

Using an artificial neural network to map cancer common data elements to the biomedical research integrated domain group model in a semi-automated manner

Abstract Background The medical community uses a variety of data standards for both clinical and research reporting needs. ISO 11179 Common Data Elements (CDEs) represent one such standard that provides robust data point definitions. Another standard is the Biomedical Research Integrated Domain Grou...

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Bibliographic Details
Main Authors: Robinette Renner, Shengyu Li, Yulong Huang, Ada Chaeli van der Zijp-Tan, Shaobo Tan, Dongqi Li, Mohan Vamsi Kasukurthi, Ryan Benton, Glen M. Borchert, Jingshan Huang, Guoqian Jiang
Format: Article
Language:English
Published: BMC 2019-12-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Common data element
Artificial neural network
Schema mapping
Biomedical research integrated domain group (BRIDG) model
Online Access:https://doi.org/10.1186/s12911-019-0979-5

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