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]
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 Lab Data. R package version 1.0.0, https://cran.r-project.org/web/packages/lab2clean. Accessed 21 Nov. 2024.
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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