中国科学院计算技术研究所机构知识库

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	Predicting transcriptional responses to novel chemical perturbations using deep generative model for drug discovery 期刊论文 NATURE COMMUNICATIONS, 2024, 卷号: 15, 期号: 1, 页码: 19 作者:  Qi, Xiaoning;  Zhao, Lianhe;  Tian, Chenyu;  Li, Yueyue;  Chen, Zhen-Lin;  Huo, Peipei;  Chen, Runsheng;  Liu, Xiaodong;  Wan, Baoping;  Yang, Shengyong;  Zhao, Yi 收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
	Biological knowledge graph-guided investigation of immune therapy response in cancer with graph neural network 期刊论文 BRIEFINGS IN BIOINFORMATICS, 2023, 卷号: 24, 期号: 2, 页码: 9 作者:  Zhao, Lianhe;  Qi, Xiaoning;  Chen, Yang;  Qiao, Yixuan;  Bu, Dechao;  Wu, Yang;  Luo, Yufan;  Wang, Sheng;  Zhang, Rui;  Zhao, Yi 收藏  |  浏览/下载：18/0  |  提交时间：2023/12/04 immune checkpoints inhibitors  deep learning  graph neural networks
	DeepOmix: A scalable and interpretable multi-omics deep learning framework and application in cancer survival analysis 期刊论文 COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2021, 卷号: 19, 页码: 2719-2725 作者:  Zhao, Lianhe;  Dong, Qiongye;  Luo, Chunlong;  Wu, Yang;  Bu, Dechao;  Qi, Xiaoning;  Luo, Yufan;  Zhao, Yi 收藏  |  浏览/下载：51/0  |  提交时间：2021/12/01 Multi-omics  Deep learning  Survival analysis  Prognosis prediction  Interpretable model