Other packages > Find by keyword >

EHRtemporalVariability  

Delineating Temporal Dataset Shifts in Electronic Health Records
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("EHRtemporalVariability", "1.2.1")



Attach the package and use:
library("EHRtemporalVariability")
Maintained by
Carlos Sáez
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-06-11
Latest Update: 2024-01-26
Description:
Functions to delineate temporal dataset shifts in Electronic Health Records through the projection and visualization of dissimilarities among data temporal batches. This is done through the estimation of data statistical distributions over time and their projection in non-parametric statistical manifolds, uncovering the patterns of the data latent temporal variability. 'EHRtemporalVariability' is particularly suitable for multi-modal data and categorical variables with a high number of values, common features of biomedical data where traditional statistical process control or time-series methods may not be appropriate. 'EHRtemporalVariability' allows you to explore and identify dataset shifts through visual analytics formats such as Data Temporal heatmaps and Information Geometric Temporal (IGT) plots. An additional 'EHRtemporalVariability' Shiny app can be used to load and explore the package results and even to allow the use of these functions to those users non-experienced in R coding. (S
How to cite:
Carlos Sáez (2019). EHRtemporalVariability: Delineating Temporal Dataset Shifts in Electronic Health Records. R package version 1.2.1, https://cran.r-project.org/web/packages/EHRtemporalVariability
Previous versions and publish date:
1.0.1 (2019-06-11 18:20), 1.0.2 (2019-09-26 17:30), 1.0.3 (2020-03-26 06:10), 1.0.4 (2020-03-28 09:20), 1.0 (2019-03-14 13:03), 1.1.0 (2020-05-21 14:50), 1.1.1 (2020-05-25 16:10), 1.1.2.1 (2020-10-09 12:50), 1.1.2 (2020-10-08 13:30), 1.1.4 (2021-05-31 17:00), 1.2.0 (2023-12-17 08:30)
Other packages that cited EHRtemporalVariability R package
View EHRtemporalVariability citation profile
Other R packages that EHRtemporalVariability depends, imports, suggests or enhances
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

mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
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  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns