MOLI: multi-omics late integration with deep neural networks for drug response prediction

Name: MOLI: multi-omics late integration with deep neural networks for drug response prediction
Creator: Zenodo
Published: 2020-09-18T14:59:42+08:00

Zenodo2020-09-18 更新2026-05-25 收录

药物反应预测

精准医疗计算模型

数据链接：

https://zenodo.org/record/4036592 数据链接链接失效反馈

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资源简介：

Harmonized data used in "MOLI: multi-omics late integration with deep neural networks for drug response prediction", 2019, Bioinformatics https://academic.oup.com/bioinformatics/article/35/14/i501/5529255. CNA.tar.gz contains CNA profiles with non-integer estimates of copy number, e.g. log-ratios. Please use binarized CNA profiles (CNA_binary.tar.gz) to replicate the results described in the paper. All raw data were obtained from open sources: - https://www.cancerrxgene.org/ - ArrayExpress https://www.ebi.ac.uk/arrayexpress/ - Firehose Broad GDAC http://gdac.broadinstitute.org/runs/stddata__2016_01_28/data/ - Supplementary of Gao et al., 2015 https://www.nature.com/articles/nm.3954 Gene symbols were mapped to Entrez Gene IDs. Data preprocessing is described in detail in supplementary materials. The code is available at https://github.com/hosseinshn/MOLI/tree/master/preprocessing_scr.

提供机构：

Zenodo

创建时间：

2020-09-18

MOLI: multi-omics late integration with deep neural networks for drug response prediction

资源简介：

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