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EHR  

Electronic Health Record (EHR) Data Processing and Analysis Tool
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("EHR", "0.4-11")



Attach the package and use:
library("EHR")
Maintained by
Leena Choi
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-10-20
Latest Update: 2022-12-19
Description:
Process and analyze electronic health record (EHR) data. The 'EHR' package provides modules to perform diverse medication-related studies using data from EHR databases. Especially, the package includes modules to perform pharmacokinetic/pharmacodynamic (PK/PD) analyses using EHRs, as outlined in Choi, Beck, McNeer, Weeks, Williams, James, Niu, Abou-Khalil, Birdwell, Roden, Stein, Bejan, Denny, and Van Driest (2020) . Additional modules will be added in future. In addition, this package provides various functions useful to perform Phenome Wide Association Study (PheWAS) to explore associations between drug exposure and phenotypes obtained from EHR data, as outlined in Choi, Carroll, Beck, Mosley, Roden, Denny, and Van Driest (2018) .
How to cite:
Leena Choi (2017). EHR: Electronic Health Record (EHR) Data Processing and Analysis Tool. R package version 0.4-11, https://cran.r-project.org/web/packages/EHR. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.1-3 (2017-10-20 12:33), 0.3-0 (2020-09-12 07:40), 0.3-1 (2020-10-08 12:40), 0.4-0 (2021-06-05 23:40), 0.4-1 (2021-06-09 09:20), 0.4-4 (2021-10-07 06:20), 0.4-5 (2022-04-06 12:42), 0.4-8 (2022-06-21 13:20), 0.4-10 (2022-10-11 23:22)
Other packages that cited EHR R package
View EHR citation profile
Other R packages that EHR depends, imports, suggests or enhances
Complete documentation for EHR
Functions, R codes and Examples using the EHR R package
Some associated functions: EHR-package . Logistf . addLastDose . analysisPheWAS . build-internal . buildDose . build_lastdose . collapse-internal . collapseDose . dataTransformation . dd.baseline . dd.baseline.small . dd . dd.small . extractMed-internal . extractMed . freqNum . idCrosswalk . lam_metadata . lam_mxr_parsed . lastdose-internal . makeDose . mod-internal . parse-internal . parseCLAMP . parseMedEx . parseMedExtractR . parseMedXN . pk-internal . processLastDose . pullFakeId . pullRealId . readTransform . run_Build_PK_IV . run_Build_PK_Oral . run_Demo . run_DrugLevel . run_Labs . run_MedStrI . run_MedStrII . stdzDose . stdzDoseChange . stdzDoseSchedule . stdzDuration . stdzFreq . stdzRoute . stdzStrength . tac_lab . tac_metadata . tac_mxr_parsed . writeCheckData . zeroOneTable . 
Some associated R codes: EHR-package.R . Logistf.R . addLastDose.R . analysisPheWAS.R . buildDose.R . collapseDose.R . dataTransformation.R . dd.R . dd.baseline.R . dd.baseline.small.R . dd.small.R . extractMed.R . lamMetadata.R . lamParseOutput.R . makeDose.R . modDemo.R . modDrugLevel.R . modLabs.R . modMedStr1.R . modMedStr2.R . modPK.R . parseClamp.R . parseMedExtractR.R . parseMedex.R . parseMedxn.R . pkDosingInterval.R . processLastDose.R . stdzDose.R . stdzDoseChange.R . stdzDoseSchedule.R . stdzDuration.R . stdzFreq.R . stdzRoute.R . stdzStrength.R . tacLab.R . tacMetadata.R . tacParseOutput.R . utilsBuild.R . utilsCollapse.R . utilsExtractMed.R . utilsId.R . utilsLastDose.R . utilsMod.R . utilsParse.R . utilsPk.R . zeroOneTable.R .  Full EHR package functions and examples
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