Asset Version
1.00
Project
Dataset Description
Dataset Description
This asset contains five files. The TopN DataFrames for the Cellular-Level Pilot combine drug response data, gene expression data, and drug molecular descriptors into a single DataFrame to support building binary classification or regression machine learning models to predict drug response. These DataFrames include top N cancer types that have the most cell lines with the RNA-Seq and drug response data available. For more information, refer to the following source links:
Source CCLE |
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Source CTRP |
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Source GDSC |
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Source NCI-60 – DTP |
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Source gCSI |
Content Type
Content Type
RNA-Seq
Drug Response
Drug Molecular Descriptors