CRAN/E | kesernetwork

kesernetwork

Visualization of the KESER Network

Installation

About

A shiny app to visualize the knowledge networks for the code concepts. Using co-occurrence matrices of EHR codes from Veterans Affairs (VA) and Massachusetts General Brigham (MGB), the knowledge extraction via sparse embedding regression (KESER) algorithm was used to construct knowledge networks for the code concepts. Background and details about the method can be found at Chuan et al. (2021) doi:10.1038/s41746-021-00519-z.

github.com/celehs/kesernetwork
Bug report File report

Key Metrics

Version 0.1.0
R ≥ 3.5.0
Published 2022-03-03 784 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks kesernetwork results

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Maintainer

Maintainer

Su-Chun Cheng

scheng@parse-health.org

Authors

Su-Chun Cheng

cre / aut

PARSE LTD

aut

VA CIPHER

aut

Verity Research

aut

CELEHS

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

Network

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 3.5.0
shinyBS
shiny
htmltools

Imports

config ≥ 0.3.1
data.table
dplyr
DT
ggplot2
golem ≥0.3.1
plotly
reactable
rintrojs
rlang
shinycssloaders
shinydashboard
shinydashboardPlus
shinyhelper
shinyWidgets
stringr
visNetwork
yaml

Suggests

rmarkdown
knitr
shinytest
testthat ≥ 3.0.0