SLOS

1.0.1

ICU Length of Stay Prediction and Efficiency Evaluation

0packages depend

1.9Kdownloads / year

98.5%test coverage

13/13checks pass

Overview

About

Maintained by Joana da MattaFirst published 2025-01-202 releasesCRAN page ↗

Provides tools for predicting ICU length of stay and assessing ICU efficiency. It is based on the methodologies proposed by Peres et al. (2022, 2023), which utilize data-driven approaches for modeling and validation, offering insights into ICU performance and patient outcomes. References: Peres et al. (2022)https://pubmed.ncbi.nlm.nih.gov/35988701/, Peres et al. (2023)https://pubmed.ncbi.nlm.nih.gov/37922007/. More information: https://github.com/igor-peres/ICU-Length-of-Stay-Prediction.

Install

R (CRAN)Ubuntu (r2u)openSUSE (OBS)

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

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

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-slos

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

# 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-SLOS

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

Health

CRAN checks

13OK

Slowest check: 5.4 min · r-devel-linux-x86_64-fedora-clang

Check history

OK2026-06-11
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-06-06
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-05
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 4 earlier snapshots

ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-09
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

Documentation signals are not tracked yet for this package.

Downloads

1.9K

CRAN downloads in the past year

Rank #21,895 · ~5/day · ~158/mo

SLOS Releases R versions

Daily download trend is not available in this view yet.

16030 days

52890 days

1.9K1 year

Compare downloads with other packages →

Also on93 r2u7 autocran

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (8)

httr MLmetrics ems dplyr ggplot2 magrittr caretEnsemble ranger

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Joana da Matta

Maintainer

Authors (1)

Igor Peres

Author

Package Timeline

2 releases. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.0.1Latest
2025-02-06 · current release · diff ↗
1.0.0
2025-01-20
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2025-01-20
Total releases: 2 / 1 yrs
License: MIT + file LICENSE OSI
Download size: 36 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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