Other packages > Find by keyword >

MBMethPred  

Medulloblastoma Subgroups Prediction
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("MBMethPred", "0.1.4.4")



Attach the package and use:
library("MBMethPred")
Maintained by
Edris Sharif Rahmani
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-12-13
Latest Update: 2025-06-17
Description:
Utilizing a combination of machine learning models (Random Forest, Naive Bayes, K-Nearest Neighbor, Support Vector Machines, Extreme Gradient Boosting, and Linear Discriminant Analysis) and a deep Artificial Neural Network model, 'MBMethPred' can predict medulloblastoma subgroups, including wingless (WNT), sonic hedgehog (SHH), Group 3, and Group 4 from DNA methylation beta values. See Sharif Rahmani E, Lawarde A, Lingasamy P, Moreno SV, Salumets A and Modhukur V (2023), MBMethPred: a computational framework for the accurate classification of childhood medulloblastoma subgroups using data integration and AI-based approaches. Front. Genet. 14:1233657. for more details.
How to cite:
Edris Sharif Rahmani (2022). MBMethPred: Medulloblastoma Subgroups Prediction. R package version 0.1.4.4, https://cran.r-project.org/web/packages/MBMethPred. Accessed 26 Jun. 2026.
Previous versions and publish date:
0.1.0 (2022-12-13 13:20), 0.1.1 (2023-07-01 00:40), 0.1.2 (2023-07-03 08:50), 0.1.4.2 (2023-09-18 16:10), 0.1.4.3 (2025-06-17 10:00), 0.1.4 (2023-07-11 14:00)
Other packages that cited MBMethPred R package
View MBMethPred citation profile
Other R packages that MBMethPred depends, imports, suggests or enhances
Complete documentation for MBMethPred
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
poptrend  
Estimate Smooth and Linear Trends from Population Count Survey Data
Functions to estimate and plot smooth or linear population trends, or population indices, from anim ...
Download / Learn more Package Citations See dependency  
colormap  
Color Palettes using Colormaps Node Module
Allows to generate colors from palettes defined in the colormap module of 'Node.js'. (see ...
Download / Learn more Package Citations See dependency  
tactile  
New and Extended Plots, Methods, and Panel Functions for 'lattice'
Extensions to 'lattice', providing new high-level functions, methods for existing functions, panel f ...
Download / Learn more Package Citations See dependency  
ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  
infotheo  
Information-Theoretic Measures
Implements various measures of information theory based on several entropy estimators. ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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