# ==================================================================== # # TITLE: # # AMR: An R Package for Working with Antimicrobial Resistance Data # # # # SOURCE CODE: # # https://github.com/msberends/AMR # # # # PLEASE CITE THIS SOFTWARE AS: # # Berends MS, Luz CF, Friedrich AW, et al. (2022). # # AMR: An R Package for Working with Antimicrobial Resistance Data. # # Journal of Statistical Software, 104(3), 1-31. # # https://doi.org/10.18637/jss.v104.i03 # # # # Developed at the University of Groningen and the University Medical # # Center Groningen in the Netherlands, in collaboration with many # # colleagues from around the world, see our website. # # # # This R package is free software; you can freely use and distribute # # it for both personal and commercial purposes under the terms of the # # GNU General Public License version 2.0 (GNU GPL-2), as published by # # the Free Software Foundation. # # We created this package for both routine data analysis and academic # # research and it was publicly released in the hope that it will be # # useful, but it comes WITHOUT ANY WARRANTY OR LIABILITY. # # # # Visit our website for the full manual and a complete tutorial about # # how to conduct AMR data analysis: https://amr-for-r.org # # ==================================================================== # title: "AMR (for R)" url: "https://amr-for-r.org/" template: bootstrap: 5 includes: # support for mathematical formulas, from https://github.com/r-lib/pkgdown/issues/2704#issuecomment-2307055568 in_header: | bootswatch: "flatly" # dark mode: the CSS in pkgdown/extra.css is prepared for it, but light mode is enforced for now light-switch: false bslib: base_font: {google: "Lato"} heading_font: {google: "Lato"} code_font: {google: "Fira Code"} # body-text-align: "justify" # this is now only in `p {}` in extra.css line-height-base: 1.75 # make top bar a bit wider navbar-padding-y: "0.5rem" news: one_page: true cran_dates: true footer: structure: left: [devtext] right: [logo] components: devtext: 'AMR (for R). Free and open-source, licenced under the GNU GPL 2.0. Developed at the University of Groningen and University Medical Center Groningen in the Netherlands, in collaboration with many colleagues from around the world.' logo: '' home: sidebar: structure: [toc, authors] navbar: title: "AMR (for R)" left: - text: "How to" icon: "fa-question-circle" menu: - text: "Conduct AMR Analysis" icon: "fa-directions" href: "articles/AMR.html" - text: "Generate Antibiogram (Trad./Syndromic/WISCA)" icon: "fa-file-prescription" href: "reference/antibiogram.html" # reference instead of an article - text: "Use AMR for Predictive Modelling (tidymodels)" icon: "fa-square-root-variable" href: "articles/AMR_with_tidymodels.html" - text: "Download Data Sets for Own Use" icon: "fa-database" href: "articles/datasets.html" - text: "Set User- Or Team-specific Package Settings" icon: "fa-gear" href: "reference/AMR-options.html" - text: "Conduct Principal Component Analysis for AMR" icon: "fa-compress" href: "articles/PCA.html" - text: "Determine Multi-Drug Resistance (MDR)" icon: "fa-skull-crossbones" href: "reference/mdro.html" - text: "Work with WHONET Data" icon: "fa-globe-americas" href: "articles/WHONET.html" - text: "Apply EUCAST Rules" icon: "fa-exchange-alt" href: "articles/EUCAST.html" - text: "Get Taxonomy of a Microorganism" icon: "fa-bug" href: "reference/mo_property.html" # reference instead of an article - text: "Get Properties of an Antibiotic Drug" icon: "fa-capsules" href: "reference/ab_property.html" # reference instead of an article - text: "Get Properties of an Antiviral Drug" icon: "fa-capsules" href: "reference/av_property.html" # reference instead of an article - text: "AMR for Python" icon: "fab fa-python" href: "articles/AMR_for_Python.html" - text: "Manual" icon: "fa-book-open" href: "reference/index.html" - text: "Authors" icon: "fa-users" href: "authors.html" structure: right: [search, amrchangelog, amrgit] components: amrchangelog: text: "Changelog" icon: "fa-newspaper" href: "news/index.html" amrgit: text: "Source Code" icon: "fa-github" href: "https://github.com/msberends/AMR" reference: - title: "Getting started" desc: > An overview of the package, its options for users and teams, and its 28 supported languages. contents: - "`AMR`" - "`AMR-options`" - "`translate`" - "`amr_course`" - title: "Cleaning data" desc: > Transform raw input of any kind into valid microorganisms with `as.mo()`, antimicrobials with `as.ab()`, and MIC values and disk diffusion zones with `as.mic()` and `as.disk()`, and retrieve their properties. - subtitle: "Microorganisms" contents: - "`as.mo`" - "`mo_property`" - "`mo_source`" - "`add_custom_microorganisms`" - "`mo_matching_score`" - subtitle: "Antimicrobials" contents: - "`as.ab`" - "`ab_property`" - "`ab_from_text`" - "`add_custom_antimicrobials`" - "`atc_online_property`" - subtitle: "Antivirals" contents: - "`as.av`" - "`av_property`" - "`av_from_text`" - subtitle: "Test results" contents: - "`as.mic`" - "`as.disk`" - title: "Interpreting results as SIR" desc: > Interpret MIC values and disk diffusion zones as SIR with `as.sir()`, according to EUCAST or CLSI, for every guideline year from 2011 to 2026, and apply interpretive rules. `as.sir()` also cleans existing SIR data. contents: - "`as.sir`" - "`interpretive_rules`" - "`custom_interpretive_rules`" - title: "Analysing data" desc: > Select first isolates with `first_isolate()`, generate traditional, combination, syndromic, and WISCA antibiograms with `antibiogram()` and `wisca()`, calculate resistance, and determine multidrug-resistant organisms. - subtitle: "Selecting isolates and antimicrobials" contents: - "`first_isolate`" - "`get_episode`" - "`key_antimicrobials`" - "`top_n_microorganisms`" - "`antimicrobial_selectors`" - "`guess_ab_col`" - "`availability`" - subtitle: "Generating antibiograms and WISCA" contents: - "`antibiogram`" - subtitle: "Calculating resistance and susceptibility" contents: - "`proportion`" - "`count`" - "`sir_combine`" - "`bug_drug_combinations`" - subtitle: "Determining multidrug resistance" contents: - "`mdro`" - "`custom_mdro_guideline`" - title: "Visualising data" desc: > Plot MIC values, disk zones, and SIR results in base R or `ggplot2`, with scales and colours tailored to AMR data. contents: - "`plot`" - "`ggplot_sir`" - "`ggplot_pca`" - title: "Modelling" desc: > Use AMR data types in `tidymodels` pipelines, and perform principal component analysis or distance calculations on resistance profiles. contents: - "`amr-tidymodels`" - "`pca`" - "`mean_amr_distance`" - title: "Reference data" desc: > The data sets underlying this package, all of which can also be [downloaded in other formats](../articles/datasets.html). - subtitle: "Microorganisms" contents: - "`microorganisms`" - "`microorganisms.codes`" - "`microorganisms.groups`" - subtitle: "Antimicrobials" contents: - "`antimicrobials`" - "`WHOCC`" - "`dosage`" - subtitle: "Breakpoints and intrinsic resistance" contents: - "`clinical_breakpoints`" - "`intrinsic_resistant`" - subtitle: "Example data" contents: - "`example_isolates`" - "`example_isolates_unclean`" - "`esbl_isolates`" - "`WHONET`" - title: "Utilities" desc: > Helper functions for pattern matching with `%like%`, ages, joining and italicising taxonomy, generating random test results, and data export. contents: - "`like`" - "`age`" - "`age_groups`" - "`join`" - "`italicise_taxonomy`" - "`random`" - "`export_ncbi_biosample`" - subtitle: "Statistical tests" contents: - "`g.test`" - "`kurtosis`" - "`skewness`" - title: "Deprecated functions" desc: > These still work, but show a warning and will be removed in a future version. contents: - "`AMR-deprecated`" - "`resistance_predict`"