AML2004

<p>Acute myelogenous leukemia dataset</p>

datasets

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) <DOI: 10.1093/bioinformatics/bty1049>, Nguyen et al. (2017)<DOI: 10.1101/gr.215129.116>, Nguyen et al. (2021)<DOI: 10.3389/fonc.2021.725133>).

Van-Dung Pham

PINSPlus

Clustering Algorithm for Data Integration and Disease Subtyping

Hung Nguyen

Bang Tran

Duc Tran

Tin Nguyen

AML2004 function

<p>A list containing properties:</p><table class="table">
<tr><td>Name</td><td>Type</td><td>Description</td><td>Gene</td></tr>
<tr><td>data.frame</td><td>mRNA expression data</td><td>Group</td><td>data.frame</td></tr>
</table><p></p><p></p>

Format

Acute myelogenous leukemia dataset — AML2004

<p>A list containing properties:</p><table class='table'>
<tr><td>Name</td><td>Type</td><td>Description</td><td>Gene</td></tr>
<tr><td>data.frame</td><td>mRNA expression data</td><td>Group</td><td>data.frame</td></tr>
</table>



AML2004: Acute myelogenous leukemia dataset

Description

Arguments

Format

References

Name	Type	Description	Gene
data.frame	mRNA expression data	Group	data.frame