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Drug-Cell Line-Gene heterogeneous graph from NCI60

Authors: Inoue, Yoshitaka; Lee, Hunmin; Luna, Augustin;

Drug-Cell Line-Gene heterogeneous graph from NCI60

Abstract

Dataset for "Attention-Guided Gene Importance Assessment in Drug-Cell-Gene Heterogeneous Network for Drug Response Deciphering". # information - drug_cell_gene.csv.gz: Adjacency matrix of drugs, cell lines, and genes from NCI60. - train.csv: training data. Contains drug name and cell line name - val.csv: validation data. Contains drug name and cell line name - test.csv: test data. Contains drug name and cell line name - train_values.npy: train value. Contains drug response values (Z-score) - val_values.npy: validation value. Contains drug response values (Z-score) - test_values.npy: test value. Contains drug response values (Z-score)

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Keywords

Heterogeneous network, Drug Response Prediction

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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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impulse
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