R Observatory: Metrics for HealthMarkers version 0.1.4

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

HealthMarkers

0.1.4

Clinical and Metabolic Biomarker Calculation Toolkit

0packages depend

786downloads / year

79.7%test coverage

13/13checks pass

Overview

About

Maintained by Sufyan SulemanFirst published 2026-05-192 releasesCRAN page ↗GitHub ↗

Computes specialist biomarker indices and risk scores for metabolic, cardiovascular, renal, hepatic, inflammatory, frailty, and psychiatric health assessment. Includes fasting and OGTT insulin sensitivity/resistance indices, ASCVD/QRISK3/KFRE risk equations, liver and kidney markers, frailty and comorbidity indices, biofluid marker panels, and utilities for column mapping, normalization, imputation, and combined marker dispatch.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("HealthMarkers", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("sufyansuleman/HealthMarkers")

Development version from sufyansuleman/HealthMarkers. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-healthmarkers

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-HealthMarkers

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-HealthMarkers

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 6.1 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.46

79.7%

Coverage · measured lines

100%

Documentation · exports

7

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-17
4 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-05-20
7 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Documentation

READMEYes · 2,857 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 90%
Documented parameters: 96%
Return-value docs: 100%
References docs: 65%

Downloads

786

CRAN downloads in the past year

Rank #13,000 · ~2/day · ~66/mo

Releases R versions

Daily download trend is not available in this view yet.

18930 days

77390 days

7861 year

Compare downloads with other packages →

Also on18 r2u

Repository

GitHub ↗ sufyansuleman/healthmarkers

0Stars

0Forks

0Open issues

0Open PRs

2Releases

74Commits

1Contributors

74 commits · Last activity 2026-06-18

Releases over time

2026-05-27 · 12026-07-07 · 2

Repository practices

Upstream repositoryBeta

5 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/sufyansuleman/healthmarkers on 2026-08-16.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

19 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.0

Imports (7)

dplyr rlangstatstibbleutilsvctrs Rdpack

LinkingTo (0)

none

Suggests (14)

knitr rmarkdown testthat pkgload CVrisk di rspiro PooledCohort QRISK3 RiskScorescvd usethis withr mice missForest

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Sufyan Suleman

Author, Maintainer

Authors (1)

Sufyan Suleman

Author, Maintainer

Package Timeline

2 releases. Pick two to compare their code metrics. R releases are shown for context.

0.1.4Latest
2026-06-17 · current release · diff ↗
unarchivedReturned to CRAN
2026-06-17
archivedRemoved from CRAN
2026-06-01
issues were not corrected in time
0.1.2
2026-05-19
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-05-19
Total releases: 2 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.0
Download size: 596 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("HealthMarkers")

Format

Suleman, S. (2026). HealthMarkers: Clinical and Metabolic Biomarker Calculation Toolkit (Version 0.1.4) [Computer software]. https://doi.org/10.32614/CRAN.package.HealthMarkers

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for HealthMarkers version 0.1.4 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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