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 18 Sep. 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), (2026-07-09 08:08)
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

data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
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  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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