中国科学院计算技术研究所机构知识库

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	DockingGA: enhancing targeted molecule generation using transformer neural network and genetic algorithm with docking simulation 期刊论文 BRIEFINGS IN FUNCTIONAL GENOMICS, 2024, 页码: 12 作者:  Gao, Changnan;  Bao, Wenjie;  Wang, Shuang;  Zheng, Jianyang;  Wang, Lulu;  Ren, Yongqi;  Jiao, Linfang;  Wang, Jianmin;  Wang, Xun 收藏  |  浏览/下载：16/0  |  提交时间：2024/05/20 molecule generation  molecule optimization  drug discovery  deep learning  drug design  genetic algorithm
	Accelerating k-Shape Time Series Clustering Algorithm Using GPU 期刊论文 IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 10, 页码: 2718-2734 作者:  Wang, Xun;  Song, Ruibao;  Xiao, Junmin;  Li, Tong;  Li, Xueqi 收藏  |  浏览/下载：14/0  |  提交时间：2023/12/04 Data space  time series analysis  time series clustering  GPU architecture  k-shape algorithm
	A Novel Attention-Mechanism Based Cox Survival Model by Exploiting Pan-Cancer Empirical Genomic Information 期刊论文 CELLS, 2022, 卷号: 11, 期号: 9, 页码: 18 作者:  Meng, Xiangyu;  Wang, Xun;  Zhang, Xudong;  Zhang, Chaogang;  Zhang, Zhiyuan;  Zhang, Kuijie;  Wang, Shudong 收藏  |  浏览/下载：30/0  |  提交时间：2022/12/07 deep learning  survival analysis  neural networks  Cox regression  cancer prognosis
	SSGraphCPI: A Novel Model for Predicting Compound-Protein Interactions Based on Deep Learning 期刊论文 INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 卷号: 23, 期号: 7, 页码: 13 作者:  Wang, Xun;  Liu, Jiali;  Zhang, Chaogang;  Wang, Shudong 收藏  |  浏览/下载：31/0  |  提交时间：2022/12/07 deep learning  compound-protein interactions  compound properties  protein preperties  IC50 value
	TransPhos: A Deep-Learning Model for General Phosphorylation Site Prediction Based on Transformer-Encoder Architecture 期刊论文 INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 卷号: 23, 期号: 8, 页码: 17 作者:  Wang, Xun;  Zhang, Zhiyuan;  Zhang, Chaogang;  Meng, Xiangyu;  Shi, Xin;  Qu, Peng 收藏  |  浏览/下载：30/0  |  提交时间：2022/12/07 phosphorylation site prediction  transformer  post-translational modifications
	A Computationally Virtual Histological Staining Method to Ovarian Cancer Tissue by Deep Generative Adversarial Networks 期刊论文 COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2021, 卷号: 2021, 页码: 12 作者:  Meng, Xiangyu;  Li, Xin;  Wang, Xun 收藏  |  浏览/下载：45/0  |  提交时间：2021/12/01
	CSConv2d: A 2-D Structural Convolution Neural Network with a Channel and Spatial Attention Mechanism for Protein-Ligand Binding Affinity Prediction 期刊论文 BIOMOLECULES, 2021, 卷号: 11, 期号: 5, 页码: 9 作者:  Wang, Xun;  Liu, Dayan;  Zhu, Jinfu;  Rodriguez-Paton, Alfonso;  Song, Tao 收藏  |  浏览/下载：37/0  |  提交时间：2021/12/01 protein-ligand binding affinity  2-D structural CNN  spatial attention mechanism