July 21, 2021 Dataset Open Access

Zhandos Sembay

Dublin Core Export

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  <dc:creator>Zhandos Sembay</dc:creator>
  <dc:date>2021-07-21</dc:date>
  <dc:description>ABSTRACT 

It contains the data of four omic profiles (CNV, mRNA, miRNA, and protein) obtained for BRCA, LGG, and LUAD obtained from the TCGA project. 

In addition, we provide synthetic data for a mixture of isotropic distributions.

Instructions: 

Cancer data are identified by cancer type (LGG: low-grade glioma, BRCA: breast cancer, and LUAD: lung cancer). The data are scaled by using the minima and maxima of each column so that the values are between 0 and 1. In these files, the columns are the features and the rows correspond to the patients.

The summary data contains only the numerical values. The columns are the features and the rows are the observations.

Inspiration:

This dataset uploaded to U-BRITE for "AI against CANCER DATA SCIENCE HACKATHON"

https://cancer.ubrite.org/hackathon-2021/

Acknowledgements

Diego Salazar, June 20, 2021, "Pre-processed Cancer multi-omic data from TCGA and synthetic data", IEEE Dataport, doi: https://dx.doi.org/10.21227/pjb8-d090.

https://ieee-dataport.org/documents/pre-processed-cancer-multi-omic-data-tcga-and-synthetic-data

U-BRITE last update date: 07/21/2021</dc:description>
  <dc:description>U-BRITE location: /data/project/ubrite/cancer-hackathon/org/ieee-dataport/pre-processed-cancer-multi-omic-data-tcga-and-synthetic-data</dc:description>
  <dc:identifier>https://zenodo.org/record/5120970</dc:identifier>
  <dc:identifier>10.5281/zenodo.5120970</dc:identifier>
  <dc:identifier>oai:zenodo.org:5120970</dc:identifier>
  <dc:relation>doi:10.5281/zenodo.5120969</dc:relation>
  <dc:relation>url:https://zenodo.org/communities/ubrite</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
  <dc:subject>cancer</dc:subject>
  <dc:subject>multi-omic</dc:subject>
  <dc:title>Pre-Processed Cancer Multi-Omic Data from TCGA and Synthetic Data</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>dataset</dc:type>
</oai_dc:dc>