Package: SLOS 1.0.1

Joana da Matta

SLOS: ICU Length of Stay Prediction and Efficiency Evaluation

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>.

Authors:Igor Peres [aut], Joana da Matta [cre]

SLOS_1.0.1.tar.gz
SLOS_1.0.1.tar.gz(r-4.5-noble)SLOS_1.0.1.tar.gz(r-4.4-noble)
SLOS_1.0.1.tgz(r-4.4-emscripten)SLOS_1.0.1.tgz(r-4.3-emscripten)
SLOS.pdf |SLOS.html✨
SLOS/json (API)
NEWS

# Install 'SLOS' in R:
install.packages('SLOS', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.30 score 261 downloads 3 exports 135 dependencies

Last updated 1 months agofrom:65eeb79ccc. Checks:3 OK. Indexed: no.

TargetResultLatest binary
Doc / VignettesOKMar 08 2025
R-4.5-linuxOKMar 08 2025
R-4.4-linuxOKMar 08 2025

Exports:load_SLOSModelpredict_and_evaluateSLOS

Dependencies:askpassbackportsbase64encbitopsbootbslibcachemcaretcaretEnsemblecaToolscheckmateclasscliclockclustercodetoolscolorspacecpp11curldata.tablediagramdigestdplyre1071emsevaluatefansifarverfastmapfontawesomeforeachforeignFormulafsfuturefuture.applygenericsggplot2globalsgluegowergplotsgridExtragtablegtoolshardhathighrHmischtmlTablehtmltoolshtmlwidgetshttripredisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixMatrixModelsmemoisemgcvmimeMLmetricsModelMetricsmultcompmunsellmvtnormnlmennetnumDerivopensslparallellypatchworkpbapplypillarpkgconfigplyrpolsplinepROCprodlimprogressrproxypurrrquantregR6rangerrappdirsRColorBrewerRcppRcppEigenrecipesreshape2rlangrmarkdownrmsROCRrpartrstudioapisandwichsassscalesshapeSparseMsparsevctrsSQUAREMstringistringrsurvivalsysTH.datatibbletidyrtidyselecttimechangetimeDatetinytextzdbutf8vctrsviridisviridisLitewithrxfunyamlzoo