Asset Detail:
IMPROVE Benchmark Dataset
Asset Detail:
IMPROVE Benchmark Dataset
Overview
| ASSET LINK: | https://modac.cancer.gov/assetDetails?dme_data_id=NCI-DME-MS01-88068058 |
| PROGRAM NAME: | NCI-DOE Collaboration |
| STUDY NAME: | NCI-DOE Collaboration IMPROVE Project: Monotherapy pan-cancer pan-drug response prediction |
| ASSET NAME: | IMPROVE Benchmark Dataset |
| ASSET PATH: | /NCI_DOE_Archive/JDACS4C/improve_monotherapy_pancancer_pandrug/improve_benchmark_dataset |
Asset Attributes
| ATTRIBUTE | VALUE |
|---|---|
| ASSET NAME | IMPROVE Benchmark Dataset |
| ASSET DESCRIPTION | The IMPROVE Benchmark Dataset comprises of four kinds of data - cell line response data, cell line multi-omics data, drug feature data, and data partitions. Cell line response data were extracted from five sources, including the Cancer Cell Line Encyclopedia (CCLE), the Cancer Therapeutics Response Portal version 2 (CTRPv2), the Genomics of Drug Sensitivity in Cancer version 1 (GDSC1), the Genomics of Drug Sensitivity in Cancer version 2 (GDSC2), and the Genentech Cell Line Screening Initiative (GCSI). |
| ASSET IDENTIFIER | improve_benchmark_dataset |
| ASSET TYPE | Dataset |
| POC NAME | IMPROVE Team |
| POC EMAIL | IMPROVE-AI@nih.gov |
| IS REFERENCE DATASET | No |
| COLLECTION SIZE | 1.4 GB |
Asset Files
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| FILE/COLLECTION | FILE SIZE | ACTIONS |
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