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SLOS (version 1.0.1)

ICU Length of Stay Prediction and Efficiency Evaluation

Description

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), Peres et al. (2023). More information: .

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Version

Install

install.packages('SLOS')

Monthly Downloads

149

Version

1.0.1

License

MIT + file LICENSE

Maintainer

Joana da Matta

Last Published

February 6th, 2025

Functions in SLOS (1.0.1)

sampled_data

Sampled Data
load_SLOSModel

Load the SLOS model
SLOS

SLOS function
predict_and_evaluate

Predict using the SLOS model