Other packages > Find by keyword >

mectx  

MEchanistic Clustering - Treatment eXposure Framework
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mectx", "1.1.1")



Attach the package and use:
library("mectx")
Maintained by
Dipankor Dhrubo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-11
Latest Update: 2026-05-11
Description:
Implements the MEC-TX (MEchanistic Clustering - Treatment eXposure) framework for encoding, clustering, and survival analysis of real-world oncology treatment timelines. Provides functions for normalising medication records, computing treatment intervals, performing k-means clustering in PCA space, assigning line-of-therapy labels, and comparing survival outcomes across treatment groups. Designed for use with registry-based cohorts such as the ORIEN AVATAR dataset. Methods follow the digital-twin framework described in Dhrubo and Spakowicz (2026) <https://github.com/spakowiczlab/mec-tx>. treatment timelines using the MEC-TX digital-twin framework.
How to cite:
Dipankor Dhrubo (2026). mectx: MEchanistic Clustering - Treatment eXposure Framework. R package version 1.1.1, https://cran.r-project.org/web/packages/mectx. Accessed 04 Jul. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited mectx R package
View mectx citation profile
Other R packages that mectx depends, imports, suggests or enhances
Complete documentation for mectx
Functions, R codes and Examples using the mectx R package
Full mectx package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

multiwayvcov  
Multi-Way Standard Error Clustering
Exports two functions implementing multi-way clustering using the method suggested by Cameron, Gelb ...
Download / Learn more Package Citations See dependency  
musica  
Multiscale Climate Model Assessment
Provides functions allowing for (1) easy aggregation of multivariate time series into custom time sc ...
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  
SurvCorr  
Correlation of Bivariate Survival Times
Estimates correlation coefficients with associated confidence limits for bivariate, partially censo ...
Download / Learn more Package Citations See dependency  
PELVIS  
Probabilistic Sex Estimate using Logistic Regression, Based on VISual Traits of the Human Os Coxae
An R-Shiny application implementing a method of sexing the human os coxae based on logistic regressi ...
Download / Learn more Package Citations See dependency  
missCompare  
Intuitive Missing Data Imputation Framework
Offers a convenient pipeline to test and compare various missing data imputation algorithms on simu ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,674

Author Associations

27,536

Publication Badges

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