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Code for 2020 PLoS computational biology publication "Learning clinical networks from medical records based on information estimates in mixed-type data"

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vcabeli/miic_PLoS

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Learning clinical networks from medical records based on information estimates in mixed-type data

This is the repository containing the code and figures for the 2020 paper published in PLoS https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1007866

NML-optimal 2d discretization

Installation

You need the package miic and its dependencies to run the code. Use the package installer directly in R for the latest stable CRAN version

install.packages("miic", dep = T)

or install the package from the tarball (https://github.com/miicTeam/miic_R_package) using the console command line:

git clone https://github.com/miicTeam/miic_R_package.git
cd miic_R_package
R CMD INSTALL .

License

MIT

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Code for 2020 PLoS computational biology publication "Learning clinical networks from medical records based on information estimates in mixed-type data"

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