Other packages > Find by keyword >

lab2clean  

Automation and Standardization of Cleaning Clinical Laboratory Data
View on CRAN: Click here


Download and install lab2clean package within the R console
Install from CRAN:
install.packages("lab2clean")

Install from Github:
library("remotes")
install_github("cran/lab2clean")

Install by package version:
library("remotes")
install_version("lab2clean", "2.0.0")



Attach the package and use:
library("lab2clean")
Maintained by
Ahmed Zayed
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-09-09
Latest Update: 2024-09-09
Description:
Navigating the shift of clinical laboratory data from primary everyday clinical use to secondary research purposes presents a significant challenge. Given the substantial time and expertise required for lab data pre-processing and cleaning and the lack of all-in-one tools tailored for this need, we developed our algorithm 'lab2clean' as an open-source R-package. 'lab2clean' package is set to automate and standardize the intricate process of cleaning clinical laboratory results. With a keen focus on improving the data quality of laboratory result values, our goal is to equip researchers with a straightforward, plug-and-play tool, making it smoother for them to unlock the true potential of clinical laboratory data in clinical research and clinical machine learning (ML) model development. Version 1.0 of the algorithm is described in detail in 'Zayed et al. (2024)' <doi:10.1186/s12911-024-02652-7>.
How to cite:
Ahmed Zayed (2024). lab2clean: Automation and Standardization of Cleaning Clinical Laboratory Data. R package version 2.0.0, https://cran.r-project.org/web/packages/lab2clean. Accessed 21 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:51), 1.0.0 (2024-09-09 11:00)
Other packages that cited lab2clean R package
View lab2clean citation profile
Other R packages that lab2clean depends, imports, suggests or enhances
Complete documentation for lab2clean
Functions, R codes and Examples using the lab2clean R package
Full lab2clean package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

artfima  
ARTFIMA Model Estimation
Fit and simulate ARTFIMA. Theoretical autocovariance function and spectral density function for stat ...
Download / Learn more Package Citations See dependency  
preputils  
Utilities for Preparation of Data Analysis
Miscellaneous small utilities are provided to mitigate issues with messy, inconsistent or high dimen ...
Download / Learn more Package Citations See dependency  
potential  
Implementation of the Potential Model
Provides functions to compute the potential model as defined by Stewart (1941) ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,034

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA