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MUGS  

Multisource Graph Synthesis with EHR Data
View on CRAN: Click here


Download and install MUGS package within the R console
Install from CRAN:
install.packages("MUGS")

Install from Github:
library("remotes")
install_github("cran/MUGS")

Install by package version:
library("remotes")
install_version("MUGS", "0.1.0")



Attach the package and use:
library("MUGS")
Maintained by
Mengyan Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-05-19
Latest Update: 2025-05-19
Description:
We develop Multi-source Graph Synthesis (MUGS), an algorithm designed to create embeddings for pediatric Electronic Health Record (EHR) codes by leveraging graphical information from three distinct sources: (1) pediatric EHR data, (2) EHR data from the general patient population, and (3) existing hierarchical medical ontology knowledge shared across different patient populations. See Li et al. (2024) <doi:10.1038/s41746-024-01320-4> for details.
How to cite:
Mengyan Li (2025). MUGS: Multisource Graph Synthesis with EHR Data. R package version 0.1.0, https://cran.r-project.org/web/packages/MUGS. Accessed 10 Mar. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited MUGS R package
View MUGS citation profile
Other R packages that MUGS depends, imports, suggests or enhances
Complete documentation for MUGS
Functions, R codes and Examples using the MUGS R package
Full MUGS package functions and examples
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