融合多视角3D深度描述子的靶蛋白-配体复合物活性预测研究

61802057
2018
F0213.生物信息计算与数字健康
何飞
青年科学基金项目
讲师
东北师范大学
26万元
深度胶囊网络;虚拟筛选;复合物活性预测;动态路由;深度卷积网络
2019-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Discover the Binding Domain of Transmembrane Proteins Based on Structural Universality 会议论文 Bao Yihang;Wang Weixi;Dong Minglong;He Fei;Wang Han
2 An Improved Topology Prediction of Alpha-Helical Transmembrane Protein Based on Deep Multi-Scale Convolutional Neural Network 期刊论文 Yuning Yang;Jiawen Yu;Zhe Liu;Xi Wang;Han Wang;Zhiqiang Ma;Dong Xu
3 Computational Identification and Analysis of Ubiquinone-Binding Proteins 期刊论文 Lu Chang;Jiang Wenjie;Wang Hang;Jiang Jinxiu;Ma Zhiqiang;Wang Han
4 Clustering Mixed Numeric and Categorical Data With Cuckoo Search 期刊论文 Ji Jinchao;Pang Wei;Li Zairong;He Fei;Feng Guozhong;Zhao Xiaowei
5 TM-ZC: A Deep Learning-Based Predictor for the Z-Coordinate of Residues in & x03B1;-Helical Transmembrane Proteins 期刊论文 Lu Chang;Gong Yingli;Liu Zhe;Guo Yuanzhao;Ma Zhiqiang;Wang Han
6 Quality Assessment of Protein Docking Models Based on Graph Neural Network 期刊论文 Han Ye;He Fei;Chen Yongbing;Qin Wenyuan;Yu Helong;Xu Dong
7 PsyMuKB: An Integrative De Novo Variant Knowledge Base for Developmental Disorders 期刊论文 Lin Guan Ning;Guo Sijia;Tan Xian;Wang Weidi;Qian Wei;Song Weichen;Wang Jingru;Yu Shunying;Wang Zhen;Cui Donghong;Wang Han
8 IMPContact: An Interhelical Residue Contact Prediction Method 期刊论文 Fang Chao;Jia Yajie;Hu Lihong;Lu Yinghua;Wang Han
9 DeepMRMP: A new predictor for multiple types of RNA modification sites using deep learning 期刊论文 Sun Pingping;Chen Yongbing;Liu Bo;Gao Yanxin;Han Ye;He Fei;Ji Jinchao
10 Protein Ubiquitylation and Sumoylation Site Prediction Based on Ensemble and Transfer Learning 会议论文 He F.;Wang R.;Gao Y.;Wang D.;Yu Y.;Xu D.;Zhao X.
11 MPLs-Pred: Predicting Membrane Protein-Ligand Binding Sites Using Hybrid Sequence-Based Features and Ligand-Specific Models 期刊论文 Lu Chang;Liu Zhe;Zhang Enju;He Fei;Ma Zhiqiang;Wang Han
12 Clustering mixed numeric and categorical data with artificial bee colony strategy 期刊论文 Ji Jinchao;Chen Yongbing;Feng Guozhong;Zhao Xiaowei;He Fei
13 Machine Learning Methods in Prediction of Protein Palmitoylation Sites: A Brief Review 期刊论文 Li Yanwen;Pu Feng;Wang Jingru;Zhou Zhiguo;Zhang Chunhua;He Fei;Ma Zhiqiang;Zhang Jingbo
14 Understanding Membrane Protein Drug Targets in Computational Perspective 期刊论文 Gong Jianting;Chen Yongbing;Pu Feng;Sun Pingping;He Fei;Zhang Li;Li Yanwen;Ma Zhiqiang;Wang Han
15 Extracting Molecular Entities and Their Interactions from Pathway Figures Based on Deep Learning 会议论文 He Fei;Wang Duolin;Innokenteva Yulia;Kholod Olha;Shin Dmitriy;Xu Dong
16 多源生物大数据融合平台 专利 李艳文;王晗;张春华;孙平平;何飞;马志强
17 An Ensemble Deep Learning based Predictor for Simultaneously Identifying Protein Ubiquitylation and SUMOylation Sites 期刊论文 He Fei;Li Jingyi;Wang Rui;Zhao Xiaowei;Han Ye
18 Current Advances and Limitations of Deep Learning in Anticancer Drug Sensitivity Prediction 期刊论文 Tan Xian;Yu Yang;Duan Kaiwen;Zhang Jingbo;Sun Pingping;Sun Hui
19 Advances in In-silico B-cell Epitope Prediction 期刊论文 Sun Pingping;Gu Sijia;Su Jiahang;Tan Liming;Liu Chang;Ma Zhiqiang
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