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PINSPlus (version 2.0.9)

Clustering Algorithm for Data Integration and Disease Subtyping

Description

Provides a robust approach for omics data integration and disease subtyping. PINSPlus is fast and supports the analysis of large datasets with hundreds of thousands of samples and features. The software automatically determines the optimal number of clusters and then partitions the samples in a way such that the results are robust against noise and data perturbation (Nguyen et al. (2019) , Nguyen et al. (2017), Nguyen et al. (2021)).

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Version

Install

install.packages('PINSPlus')

Monthly Downloads

394

Version

2.0.9

License

LGPL

Maintainer

Van-Dung Pham

Last Published

July 29th, 2025

Functions in PINSPlus (2.0.9)

AML2004

Acute myelogenous leukemia dataset
SubtypingOmicsData

Subtyping multi-omics data
PerturbationClustering

Perturbation clustering
PINSPlus-package

Perturbation Clustering for data INtegration and disease Subtyping
KIRC

Kidney renal clear cell carcinoma dataset