Other packages > Find by keyword >

lab2clean  

Automation and Standardization of Cleaning Clinical Lab 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", "1.0.0")



Attach the package and use:
library("lab2clean")
Maintained by
Ahmed Zayed
[Scholar Profile | Author Map]
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 Lab Data. R package version 1.0.0, https://cran.r-project.org/web/packages/lab2clean. Accessed 17 Feb. 2025.
Previous versions and publish date:
No previous versions
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
01/1801/1901/2001/2101/2201/2301/2401/2501/2601/2701/2801/2901/3001/3102/0102/0202/0302/0402/0502/0602/0702/0802/0902/1002/1102/1202/1302/1402/1502/16Downloads for lab2clean51015202530TrendBars
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

mcmcse  
Monte Carlo Standard Errors for MCMC
Provides tools for computing Monte Carlo standard errors (MCSE) in Markov chain Monte Carlo (MCMC) ...
Download / Learn more Package Citations See dependency  
officedown  
Enhanced 'R Markdown' Format for 'Word' and 'PowerPoint'
Allows production of 'Microsoft' corporate documents from 'R Markdown' by reusing formatting define ...
Download / Learn more Package Citations See dependency  
vrtest  
Variance Ratio Tests and Other Tests for Martingale Difference Hypothesis
Acollection of statistical tests for martingale difference hypothesis, including automatic portmante ...
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  
RecordTest  
Inference Tools in Time Series Based on Record Statistics
Statistical tools based on the probabilistic properties of the record occurrence in a sequence of i ...
Download / Learn more Package Citations See dependency  

23,712

R Packages

205,795

Dependencies

64,332

Author Associations

23,631

Publication Badges

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